{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "4e41a961",
   "metadata": {},
   "outputs": [],
   "source": [
    "#导包\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "%matplotlib inline\n",
    "plt.rcParams['font.family']=['SimHei']#显示中文标签\n",
    "plt.rcParams['axes.unicode_minus']=False#用来显示正常正负号"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1f5f6063",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>品牌ID</th>\n",
       "      <th>品牌名称</th>\n",
       "      <th>城市</th>\n",
       "      <th>平台</th>\n",
       "      <th>日期</th>\n",
       "      <th>门店ID</th>\n",
       "      <th>门店名称</th>\n",
       "      <th>GMV</th>\n",
       "      <th>下单人数</th>\n",
       "      <th>商家实收</th>\n",
       "      <th>商户补贴</th>\n",
       "      <th>平台补贴</th>\n",
       "      <th>无效订单数</th>\n",
       "      <th>曝光人数</th>\n",
       "      <th>有效订单数</th>\n",
       "      <th>进店人数</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>4636</td>\n",
       "      <td>蛙小辣火锅杯（总账号）</td>\n",
       "      <td>上海</td>\n",
       "      <td>eleme</td>\n",
       "      <td>2019-10-10</td>\n",
       "      <td>2000555792</td>\n",
       "      <td>虹口足球场店</td>\n",
       "      <td>1144</td>\n",
       "      <td>18.0</td>\n",
       "      <td>441</td>\n",
       "      <td>576</td>\n",
       "      <td>54.0</td>\n",
       "      <td>1.679198</td>\n",
       "      <td>191.0</td>\n",
       "      <td>18</td>\n",
       "      <td>53.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>4636</td>\n",
       "      <td>蛙小辣火锅杯（总账号）</td>\n",
       "      <td>上海</td>\n",
       "      <td>eleme</td>\n",
       "      <td>2019-10-11</td>\n",
       "      <td>2000507076</td>\n",
       "      <td>五角场店</td>\n",
       "      <td>885</td>\n",
       "      <td>16.0</td>\n",
       "      <td>330</td>\n",
       "      <td>467</td>\n",
       "      <td>63.0</td>\n",
       "      <td>1.679198</td>\n",
       "      <td>2934.0</td>\n",
       "      <td>17</td>\n",
       "      <td>236.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>4636</td>\n",
       "      <td>蛙小辣火锅杯（总账号）</td>\n",
       "      <td>上海</td>\n",
       "      <td>eleme</td>\n",
       "      <td>2019-10-12</td>\n",
       "      <td>2000555792</td>\n",
       "      <td>虹口足球场店</td>\n",
       "      <td>1562</td>\n",
       "      <td>23.0</td>\n",
       "      <td>669</td>\n",
       "      <td>722</td>\n",
       "      <td>137.0</td>\n",
       "      <td>1.679198</td>\n",
       "      <td>3171.0</td>\n",
       "      <td>25</td>\n",
       "      <td>261.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4636</td>\n",
       "      <td>蛙小辣火锅杯（总账号）</td>\n",
       "      <td>上海</td>\n",
       "      <td>eleme</td>\n",
       "      <td>2019-10-12</td>\n",
       "      <td>2000507076</td>\n",
       "      <td>五角场店</td>\n",
       "      <td>1792</td>\n",
       "      <td>30.0</td>\n",
       "      <td>789</td>\n",
       "      <td>809</td>\n",
       "      <td>175.0</td>\n",
       "      <td>1.679198</td>\n",
       "      <td>3754.0</td>\n",
       "      <td>31</td>\n",
       "      <td>311.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4636</td>\n",
       "      <td>蛙小辣火锅杯（总账号）</td>\n",
       "      <td>上海</td>\n",
       "      <td>eleme</td>\n",
       "      <td>2019-10-13</td>\n",
       "      <td>2000555792</td>\n",
       "      <td>虹口足球场店</td>\n",
       "      <td>834</td>\n",
       "      <td>12.0</td>\n",
       "      <td>378</td>\n",
       "      <td>360</td>\n",
       "      <td>57.0</td>\n",
       "      <td>1.679198</td>\n",
       "      <td>2759.0</td>\n",
       "      <td>12</td>\n",
       "      <td>223.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>4636</td>\n",
       "      <td>蛙小辣火锅杯（总账号）</td>\n",
       "      <td>上海</td>\n",
       "      <td>eleme</td>\n",
       "      <td>2019-10-14</td>\n",
       "      <td>2000555792</td>\n",
       "      <td>虹口足球场店</td>\n",
       "      <td>2215</td>\n",
       "      <td>37.0</td>\n",
       "      <td>928</td>\n",
       "      <td>1045</td>\n",
       "      <td>201.0</td>\n",
       "      <td>1.679198</td>\n",
       "      <td>3346.0</td>\n",
       "      <td>37</td>\n",
       "      <td>322.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>4636</td>\n",
       "      <td>蛙小辣火锅杯（总账号）</td>\n",
       "      <td>上海</td>\n",
       "      <td>eleme</td>\n",
       "      <td>2019-10-14</td>\n",
       "      <td>2000507076</td>\n",
       "      <td>五角场店</td>\n",
       "      <td>2109</td>\n",
       "      <td>41.0</td>\n",
       "      <td>845</td>\n",
       "      <td>1038</td>\n",
       "      <td>217.0</td>\n",
       "      <td>1.679198</td>\n",
       "      <td>2772.0</td>\n",
       "      <td>42</td>\n",
       "      <td>307.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>4636</td>\n",
       "      <td>蛙小辣火锅杯（总账号）</td>\n",
       "      <td>上海</td>\n",
       "      <td>eleme</td>\n",
       "      <td>2019-10-15</td>\n",
       "      <td>2000555792</td>\n",
       "      <td>虹口足球场店</td>\n",
       "      <td>1577</td>\n",
       "      <td>27.0</td>\n",
       "      <td>619</td>\n",
       "      <td>790</td>\n",
       "      <td>118.0</td>\n",
       "      <td>1.679198</td>\n",
       "      <td>1613.0</td>\n",
       "      <td>27</td>\n",
       "      <td>190.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4636</td>\n",
       "      <td>蛙小辣火锅杯（总账号）</td>\n",
       "      <td>上海</td>\n",
       "      <td>eleme</td>\n",
       "      <td>2019-10-15</td>\n",
       "      <td>2000507076</td>\n",
       "      <td>五角场店</td>\n",
       "      <td>2817</td>\n",
       "      <td>52.0</td>\n",
       "      <td>1151</td>\n",
       "      <td>1359</td>\n",
       "      <td>246.0</td>\n",
       "      <td>1.679198</td>\n",
       "      <td>2989.0</td>\n",
       "      <td>54</td>\n",
       "      <td>310.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>4636</td>\n",
       "      <td>蛙小辣火锅杯（总账号）</td>\n",
       "      <td>上海</td>\n",
       "      <td>eleme</td>\n",
       "      <td>2019-10-16</td>\n",
       "      <td>2000507076</td>\n",
       "      <td>五角场店</td>\n",
       "      <td>2066</td>\n",
       "      <td>41.0</td>\n",
       "      <td>765</td>\n",
       "      <td>1075</td>\n",
       "      <td>101.0</td>\n",
       "      <td>1.679198</td>\n",
       "      <td>2476.0</td>\n",
       "      <td>41</td>\n",
       "      <td>280.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   品牌ID         品牌名称  城市     平台         日期        门店ID    门店名称   GMV  下单人数  \\\n",
       "0  4636  蛙小辣火锅杯（总账号）  上海  eleme 2019-10-10  2000555792  虹口足球场店  1144  18.0   \n",
       "1  4636  蛙小辣火锅杯（总账号）  上海  eleme 2019-10-11  2000507076    五角场店   885  16.0   \n",
       "2  4636  蛙小辣火锅杯（总账号）  上海  eleme 2019-10-12  2000555792  虹口足球场店  1562  23.0   \n",
       "3  4636  蛙小辣火锅杯（总账号）  上海  eleme 2019-10-12  2000507076    五角场店  1792  30.0   \n",
       "4  4636  蛙小辣火锅杯（总账号）  上海  eleme 2019-10-13  2000555792  虹口足球场店   834  12.0   \n",
       "5  4636  蛙小辣火锅杯（总账号）  上海  eleme 2019-10-14  2000555792  虹口足球场店  2215  37.0   \n",
       "6  4636  蛙小辣火锅杯（总账号）  上海  eleme 2019-10-14  2000507076    五角场店  2109  41.0   \n",
       "7  4636  蛙小辣火锅杯（总账号）  上海  eleme 2019-10-15  2000555792  虹口足球场店  1577  27.0   \n",
       "8  4636  蛙小辣火锅杯（总账号）  上海  eleme 2019-10-15  2000507076    五角场店  2817  52.0   \n",
       "9  4636  蛙小辣火锅杯（总账号）  上海  eleme 2019-10-16  2000507076    五角场店  2066  41.0   \n",
       "\n",
       "   商家实收  商户补贴   平台补贴     无效订单数    曝光人数  有效订单数   进店人数  \n",
       "0   441   576   54.0  1.679198   191.0     18   53.0  \n",
       "1   330   467   63.0  1.679198  2934.0     17  236.0  \n",
       "2   669   722  137.0  1.679198  3171.0     25  261.0  \n",
       "3   789   809  175.0  1.679198  3754.0     31  311.0  \n",
       "4   378   360   57.0  1.679198  2759.0     12  223.0  \n",
       "5   928  1045  201.0  1.679198  3346.0     37  322.0  \n",
       "6   845  1038  217.0  1.679198  2772.0     42  307.0  \n",
       "7   619   790  118.0  1.679198  1613.0     27  190.0  \n",
       "8  1151  1359  246.0  1.679198  2989.0     54  310.0  \n",
       "9   765  1075  101.0  1.679198  2476.0     41  280.0  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df=pd.read_excel(r\"result_1.xlsx\")\n",
    "df.head(10)#读取第一个表的数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "cc3287d3",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "gmv_trend = df.groupby(['日期', '门店名称']).sum().reset_index()\n",
    "# 绘制折线图\n",
    "plt.figure(figsize=(20, 10))\n",
    "for store in gmv_trend['门店名称'].unique():\n",
    "    store_data = gmv_trend[gmv_trend['门店名称'] == store]\n",
    "    plt.plot(store_data['日期'], store_data['GMV'], label=store)\n",
    "# 添加标题和标签\n",
    "plt.title('各店铺GMV随时间变化的趋势',fontsize=15)\n",
    "plt.xlabel('日期',fontsize=15)\n",
    "plt.ylabel('GMV',fontsize=15)\n",
    "plt.legend(title='门店名称')\n",
    "# 添加网格线\n",
    "plt.grid(True, which='both', linestyle='--', linewidth=0.5)\n",
    "# 调整刻度\n",
    "plt.xticks(fontsize=15)\n",
    "plt.yticks(fontsize=15)\n",
    "# 显示图表\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b0c873f2",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 按日期分组并计算每组的商户补贴和平台补贴总和\n",
    "summary = df.groupby('日期').agg({\n",
    "    '商户补贴': 'sum',\n",
    "    '平台补贴': 'sum'\n",
    "}).reset_index()\n",
    "\n",
    "# 准备数据用于堆叠柱状图\n",
    "dates = summary['日期']\n",
    "merchant_subsidies = summary['商户补贴'].values\n",
    "platform_subsidies = summary['平台补贴'].values\n",
    "\n",
    "# 计算堆叠的底部位置\n",
    "bottom = np.zeros(len(merchant_subsidies))\n",
    "plt.figure(figsize=(20, 7))\n",
    "# 绘制商户补贴部分\n",
    "plt.bar(dates, merchant_subsidies, bottom=bottom, color='skyblue', label='商户补贴')\n",
    "bottom += merchant_subsidies\n",
    "plt.bar(dates, platform_subsidies, bottom=bottom, color='green', label='平台补贴')\n",
    "plt.legend()\n",
    "plt.title('商户补贴与平台补贴总额及其比例', fontsize=15)\n",
    "plt.xlabel('日期', fontsize=15)\n",
    "plt.ylabel('补贴金额', fontsize=15)\n",
    "plt.xticks(fontsize=15)\n",
    "plt.grid(True, which='both', linestyle='--', linewidth=0.5)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "5365cfd0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 按平台和日期分组并计算每组的GMV总和\n",
    "platform_sales = df.groupby(['平台', '日期']).agg({\n",
    "    'GMV': 'sum'\n",
    "}).reset_index()\n",
    "# 准备数据用于分组条形图\n",
    "platforms = platform_sales['平台'].unique()\n",
    "dates = platform_sales['日期'].unique()\n",
    "gmv_sums = platform_sales.pivot(index='日期', columns='平台', values='GMV')\n",
    "# 创建分组条形图\n",
    "plt.figure(figsize=(14, 7))\n",
    "# 为每个平台绘制条形图\n",
    "width = 0.35  # 条形的宽度\n",
    "for i, platform in enumerate(platforms):\n",
    "    plt.bar(dates, gmv_sums[platform], width=width, bottom=gmv_sums[platform].shift(1), label=platform, align='edge')\n",
    "# 添加图例\n",
    "plt.legend()\n",
    "# 添加标题和轴标签\n",
    "plt.title('不同平台销售数据对比', fontsize=15)\n",
    "plt.xlabel('日期', fontsize=15)\n",
    "plt.ylabel('GMV', fontsize=15)\n",
    "# 旋转日期标签以便更易读\n",
    "plt.xticks(fontsize=15)\n",
    "# 显示网格线\n",
    "plt.grid(True, which='both', linestyle='--', linewidth=0.5)\n",
    "\n",
    "# 显示图表\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a13c5866",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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N1s2fP1/l5eUaOXKkx62cJGnw4MHq16+fHnzwQb388suSpAMHDlgjGo534YUXNvrex0+afKrsdrvsdrv1PCIiwhrV8fnnnysiIkIDBgzQN998owULFmjevHlavny5OnXq5DHSRKprPhx/q6zjLVq0SIMHD7ae19bWqra29qR1Pf7445oyZUqD5W3ztimkIkxHWnVSfNEBBdZWqiowTIXhiUos3C1JKgpLlE1uRZXlSJKOxnZUK8chBTkrVB0QorzIZCUV7JQkFYe1ltvmp+jSbElSdkwHxZRmK7imTDX+wToWnaa2+dslSY7QODn9gxRbckSSlBOdrsjyPIVUl6jWL1BHYzOUnJclSSoJaaXqgBC1KqkbhXIsOk3hFQUKrXLIZQvQkbhOapubJZvcKrPHqCIoXHGOg5KkvKh2CqlyKKyySG756XB8FyXlbZefu1blwVEqs0crvni/JCk/MlnBNeUKryiQJB2K76Y2+Tvl76pRRVCkHKGtlFC0V5JUENFWgc4qRVTUjao5HNdFCYV7FVBbpcrAcBWFJ1jHsDC8jfxcTkWV50pS3fEuPqBAZ6WqAkJVEJmkr7/+Wtdff70ee+wxlZWVKTc3V7t371ZRUZFuuOEG/fGPf9T+/fvlcrm0e/durVixQhUVFXK5XFqxYoUkqWfPngoICNA333yjoqIi/ec//9HMmTOVnp6uDz/8UMOGDdPLL7+swYMHa+HCherRo4f8/f21adMmzZo1y9pPQkKCIiMjtXNn3c+1a9euOnbsmIqLi5WTU3cerFq1SjU1NSovL1dRUZGKi4t19OhRFRYWqrCwUNnZ2SorK5MkrVmzRk6nU7GxsUpISFBWVt3PNSMjQ6WlpcrOrjtf+vfvr/Xr16u6ulrR0dFKTk62JjVr3769KisrdeRI3fnSp08fbdmyRZWVlYqMjFRaWpo2btwoSUpNTVVtba01aunss8/Wjh07VFZWpvDwcGVkZGj9+vWSpJSUFPn5+Wn//rpzoFevXtq7d69KSkoUEhKirl27au3atXV5adtWQUFB2rt3r3W8Dx48qKKiIgUHB6tXr15atWqVJCkxMVFhYWHavbvuHOjWrZuys7NVUFCgwMBA9e7d2zre5eXlKigosI53ly5dlJeXp7y8PPn5+alfv35atWqVXC6X4uLiFBcXZ91qr2PHjiouLtaxY8ckSeecc47Wrl2rmpoaxcbGKjEx0Rql06FDB5WVlVnHu1+/ftq4caOqqqoUHR2tlJQU6xfk9PR0VVdXW82o3r17KysrSxUVFYqIiFB6errH8Xa5XDp4sC5zmZmZ2rVrl0pLSxUWFqZOnTpp3bp1kmTdAvD4471v3z45HA7Z7XZ1795da9askSQlJSXJbrdrz549kqQePXro0KFDKioqUlBQkDIzM7Vy5UrreIeHh2vXrl3WOZuTk6OCggIFBASoT58+Wrlypdxut+Lj4xUTE6MdO3ZIkjp37qyCggLl5uZax3v16tWqra1Vq1at1Lp1a+uc7dixoxwOh5WD4493TEyMkpKStGXLFut4l5eX6+jRo5Kkvn37avPmzaqsrFRUVJTatWtnHe+0tDQ5nU7rnO3du7e2bdum8vJyhYeHq0OHDtqwYYOk//011oEDByRJZ511lnbv3q3S0lKFhoaqS5cu1jmbnJysgIAA7du3zzpnDxw4oOLiYtntdvXo0UOrV6+WJLVp00ahoaHWOdu9e3cdOXJEhYWFDc7Zk10j8vPz5e/vr759+1rnbHx8vGJjY7V9e921v1OnTiosLFRubq5sNpv69+9vzDWisLBQW7ZsMe4a0bp1a0VFRXGN4BpxxlwjysrKtGLFCuOuEab+HsE1gmtES10jKioqlJOTY9w1wtTfI7hGcI1oyWtEaWmpSktLjbpGmPp7BNeIn+814vi72jTH5v4+3+oCP9Bnn32m0aNH6+DBg1q4cKEefPBB7du3T+Xl5erWrZvS0tL0+eefWw2KMWPGqG/fvnrwwQe1ZcsWZWZmasuWLVq5cqUefPBB6x+eelOnTtXChQu1ePFia9mePXvUoUMHLVu2rMk5LJoTEBCgr776yqPh8Oyzz+rxxx/XkSNHNG7cOMXFxenVV19VXFycnn32WV177bWS6poYdrtdCxcu9JhjoLS0VBEREQ0aGc2pqqpSVVWV9dzhcCglJUUPf71H9vCI7/0ZcfqUfPCs9u3bp9mzZ0uSJk6cqMGDB2vnzp2NLp84caKeeOIJbd68WW+99Za1n+joaO3cuVNTp06Vn5+fnn76aUl1jbm4uDgtWLBAmZmZkurmn5k2bZqWLFmizZs3n7RxVu/WW29VXFycHn30UUlSUVGR2rZtq7KysibXoWk5OTlKSEjwdRnAGY8sAmYgi4AZyCJgDvII1H2XGRUVpeLi4gZ/DH4iRmTAJ5555hmNHTtWSUlJHsvvueceSdJHH33U6CgLqa7D27dvX3366afW3BEnzgFw4q2bJFm3XQoLC/vB9derra1VaWmpnnzySd1yyy1yuVxasmSJXnzxRUlSWVmZRwjru5mxsbH605/+pKeeespjfydOoDxp0iT985//POn7BwcHKzg4+HR9HLSAd955R7m5uYqOjpZU91f67733nhISEhpdvnLlSo0bN06vvvqqtY99+/apqqpKsbGxcjqdKiwstNaVlJSorKzMY+ROUlKS5s2bpxkzZjTbxJDqOuZz5syxnq9fv15t27Ztdh2a9n1uYwfg9COLgBnIImAGsgiYgzwC3qGRgR/d3LlztXDhQmsoWr1XXnlFb7zxhpYuXaqYmJiTvr6wsFA5OTkqLy/36n3rh9C1adPG+6JPsHjxYj311FMaMWKE5s+fr7CwMP3pT3/Sxx9/rMrKSv3iF7+Qy+WyhqPVqx82mZSUpKCgIJ177rmaN29eo+9x2WWX0aT4GVi6dKnHLyd33323BgwYoKuuuqrR5RMnTlR0dLSKi4s1a9YsXXfddfr73/+uiy++WP7+/ho4cKB+85vf6Nlnn1VCQoJeffVVJSQkqFevXta+nn/+eXXp0kVjxozxqMXhcCgkJESBgYEey0ePHq3bb79dixYt0qBBgzRt2jQNHz682XVo2qFDh2j6AAYgi4AZyCJgBrIImIM8At6hkYEf1fLly3XjjTfqt7/9rfr06WMtP3bsmO68807Nnj1bvXv3Punr//SnP+m5555TVFSUxo0b16AZ0tx7t2rVSnFxcV7XXT9fwfvvvy+Xy6UZM2Zo1KhRmjFjho4ePaqvv/5agYGBeuSRR3T11VcrJiZGpaWlkuTRyFizZo1atWql+Ph4BQUFKSgoyJpr40SBgYEN5gjBT09ycrLH8/DwcMXFxZ10ef35OWPGDP3617/WPffco9raWi1ZskSSdOWVV2r79u2aPn26jh49qh49emjevHlWc6KoqEhPPvmk5s+f36CWXr16afr06Q0aHHFxcXr66ac1fPhwRUVFKSwsTDNnzmx2HQAAAAAAAPBjoJGBH8369et16aWXqlu3bnruueckSbt379Yrr7yimpoazZ8/XxdddJG1/ZdffqmYmBj17dvXWnbTTTdp2LBhOv/882W327V69Wrt37+/wa2l3G63Bg0aZD2vqqrS22+/7bF/b3z44YcaP368Bg4cqLlz52rs2LGqrKzU7373O91///3q1KmTbrzxRmVnZ+uRRx6RJGsOgeMbGQsWLNDAgQNP+X1tNtv3qhfmeuONN05p+ZgxY7Rz506tXr1a5513nuLj4yXVnRMPP/ywHn744Ub3Ex0drfz8/EbX1U/W1ZjbbrtNw4YNU1ZWli688EKP87apdTi5ppqyAH48ZBEwA1kEzEAWAXOQR8A7DScSAE6z2tpavfTSSxo4cKDS0tL0xRdfaNeuXfrtb3+rbt26KTc3VwEBAercubNKS0tVWlqqI0eO6Mknn9SECRNUW1srl8slSerUqZMuvvhi2e12SXUNi9TUVDmdTo/HlClTdPw89tOmTdPBgwf1m9/85nt9hiuuuEIrVqzQN998o/HjxyswMFARERF68803FRkZqVGjRuntt9/WvHnzFBcXp+zsbP3nP/+RJGsej927d+uzzz7TL37xC+u4LFmyRDabrdHHt99+6zGRN848bdu21WWXXWY1MVpaRkaGRo0a1Wijoql1aNy2bdt8XQIAkUXAFGQRMANZBMxBHgHvMCIDLc7lcungwYO66KKL9M477yg8PFyzZs3SmjVr9Pnnnys+Pl5Dhw5VSkqKx+tiY2M1Z84c+fv7q7q6utF919TUnPR961/jdDq1ZMkSDRw48Afd279///4NlpWXl6tfv34qLy/XRx99pMGDBys/P1/p6emqrKzUxRdfrKioKEnS0aNH1atXL02YMEFS3SiR888/X59//nmj7zds2DAaGcBPmLfz+ABoGWQRMANZBMxAFgFzkEfAOzQy0OICAwP1+OOPy+Vyyc+vbhDQH//4R/3hD3+wbp2Um5vb5D5O1rDo3Llzo6Mshg0bpvbt20uSAgIC9MUXX5z0djs/RGhoqN544w1169ZNSUlJkqRWrVrp3XffVVxcnM4991xr2/PPP19r1qyxnj/yyCNyOp0KDw9vdN/ffffdaa8XwI/nZNkG8OMii4AZyCJgBrIImIM8At6xuY+//w6AnzSHw6GoqCg9/PUe2cMjfF0OJN17tveTy+PnobKy0roNHgDfIYuAGcgiYAayCJiDPAL/+y6zuLi42duZM0cGAAAtYMOGDb4uAYDIImAKsgiYgSwC5iCPgHdoZAAAAAAAAAAAAGPRyAAAoAW0a9fO1yUAEFkETEEWATOQRcAc5BHwDo0MAAAAAAAAAABgLBoZAAC0gAMHDvi6BAAii4ApyCJgBrIImIM8At6hkQEAAAAAAAAAAIxFIwMAgBZw1lln+boEACKLgCnIImAGsgiYgzwC3qGRAQBAC9i9e7evSwAgsgiYgiwCZiCLgDnII+AdGhkAALSA0tJSX5cAQGQRMAVZBMxAFgFzkEfAOzQyAABoAaGhob4uAYDIImAKsgiYgSwC5iCPgHdoZAAA0AK6dOni6xIAiCwCpiCLgBnIImAO8gh4h0YGAAAtYO3atb4uAYDIImAKsgiYgSwC5iCPgHcCfF0AgNPvrrNaKTIy0tdlAAAAAAAAAMAPxogMAABaQHJysq9LACCyCJiCLAJmIIuAOcgj4B0aGQAAtICAAAY9AiYgi4AZyCJgBrIImIM8At6hkQEAQAvYt2+fr0sAILIImIIsAmYgi4A5yCPgHRoZAAAAAAAAAADAWDa32+32dREATg+Hw6GoqCgVFxcz2TfgY+Xl5QoNDfV1GcAZjywCZiCLgBnIImAO8gh4910mIzIAAGgBBw4c8HUJAEQWAVOQRcAMZBEwB3kEvEMjAwCAFlBcXOzrEgCILAKmIIuAGcgiYA7yCHiHRgYAAC3Abrf7ugQAIouAKcgiYAayCJiDPALeYY4M4GeEOTIAc9TW1srf39/XZQBnPLIImIEsAmYgi4A5yCPAHBkAAPjc6tWrfV0CAJFFwBRkETADWQTMQR4B7wT4ugAAp98zG/JlD6/2dRk4wb1nx/m6BAAAAAAAAOAnhxEZAAC0gDZt2vi6BAAii4ApyCJgBrIImIM8At6hkQEAQAsIDQ31dQkARBYBU5BFwAxkETAHeQS8QyMDAIAWsHv3bl+XAEBkETAFWQTMQBYBc5BHwDs0MgAAAAAAAAAAgLFoZAAA0AK6d+/u6xIAiCwCpiCLgBnIImAO8gh4h0YGAAAt4MiRI74uAYDIImAKsgiYgSwC5iCPgHdoZAAA0AIKCwt9XQIAkUXAFGQRMANZBMxBHgHv0MgAAKAFBAYG+roEACKLgCnIImAGsgiYgzwC3rG53W63r4sAcHo4HA5FRUXp4a/3yB4e4etycIJ7z47zdQkAAAAAAACAEeq/yywuLlZkZGST2zIiAwCAFrBixQpflwBAZBEwBVkEzEAWAXOQR8A7P0oj47///a8+/vjjH+OtAAAAAAAAAADAz8j3bmT8+9//1nXXXac5c+YoLy+v0W2WLl2qQYMG6Re/+IV+97vfqbKy8nsXCgDAT0lCQoKvSwAgsgiYgiwCZiCLgDnII+Cd793IKCoq0ttvv61rrrlGiYmJOuecc5SdnS1Jys3N1bXXXqvBgwdr+fLlmjBhgubPny+73X7aCgcAwGTN3dsRwI+DLAJmIIuAGcgiYA7yCHjnB91aymazac6cObr11lvldDrVunVrSdLzzz+vd955R+PHj9fWrVv19ttvq0ePHqelYODnyuVy+boEAKfRzp07fV0CAJFFwBRkETADWQTMQR4B7/zgOTLGjx+v559/XmvWrJGfX93u7r//fi1evFhz5sxRx44df3CRQEvKzs7WggULVFZWdkrb5+Xl6a677tK+fftOy/uXlJSoU6dOeuutt07L/gAAAAAAAADg5yTgdO3ovvvuU3BwsNXMkKRFixZ5bGOz2RQTE6OrrrpKcXFxp+utgVNSU1Mjl8ul4OBgj+X//e9/dfvtt6ugoMBjeW1traqqqhQaGuqxfNOmTXruuef0pz/96bTUFRERodatW+uNN97Q9ddfby13uVyqqqpSUFCQ/P39T8t7AfjxdO3a1dclABBZBExBFgEzkEXAHOQR8M5pa2Q89dRTstls8vf3l81ma3Qbp9Mpl8ulhQsXat68eafrrYFTMnv2bP3hD3+Q3W73OEcdDodqa2uVkpLisb3T6VSrVq20fft2j+XLli1Tz549lZiY6HUN8+fP1y9+8YuTrm8sO6tWrVLfvn29fi+Yb8SIEbrqqqs0ceJE3XHHHXrhhResdR06dNCuXbuafE29/Px89e3bV4sWLVJaWpq1/K233tIDDzyggoICDRgwQK+++qrH+pNZsmSJbrnlFuXm5ur+++/XXXfddUrr4OnYsWPc8xQwAFkEzEAWATOQRcAc5BHwjle3lnriiSd0xx13aM2aNQ3WVVZWqqamRpWVlaqoqDjpY+jQoVq4cOFp+wDAqZo4caKKi4uVk5Oj7Oxs63HFFVfoiiuu8FiWnZ2tvLw8q4nhcDi0f/9+HT16VEuWLFH37t2t7YqKiiRJo0aNUmZmpsfjuuuu86ghJCREknT48GGVlJRYj+zsbG3atEkOh8NaVlBQoKNHj+qss876UY8TfhyzZ8/WF198YT1fs2aNPvvsMxUWFqqwsFDr1q1r9jVS3a3ORo4c2eBWZ7t379YDDzygjz/+WFu3blVqaqpH8+NkcnNzNXr0aE2YMEHLli3T7NmzrdF1Ta1DQ/n5+b4uAYDIImAKsgiYgSwC5iCPgHe8GpExa9YsZWVl6aWXXlJ4eLgkaeXKlerfv78CAv63q1WrVikwMFCZmZmebxYQoISEBKWkpKioqEjR0dE/+AMA3po7d64mTJjQ4HZNc+fOtf67trZWBw8eVHJysiTpvffe06RJkxQUFKTKykqFhITo3//+t6qqqjR+/HjNnj1bu3bt0qWXXqrBgwdLkt555x0dPHjQ4z3sdrskKTw83MqQJH366aeaMGGCSktLFRYW1hIfGwYpKCjQ5MmT1blzZ0l1o382b96sCy64wOO8aOo19a666ipdddVVWr58ucfydevWacCAAerdu7ck6YYbbtD48eObrW327Nlq06aN/vKXv8hms+mhhx7SzJkzNWTIkCbXoSFuCQeYgSwCZiCLgBnIImAO8gh4x6sRGRs3btTy5cs1depUDRw4UCEhITr33HOVkZGhRx55RHv37pVUN9l3nz59NHDgQL3++usqLy+39vHcc89p06ZNNDHgM/WjIpxOZ6OPb775RpI85tK48cYbVVtbq2+//VY2m0179uxRaWmpRo4cad1iKigoSJmZmRo5cqRGjhypTp06NfhHqX4OmRNvIVVfU15eng4dOmQ99u7dq5KSkpY5EPCZyZMna+zYsRowYICkumur2+1WZmamQkJCNGLECB04cKDJ19SbMWOG/vCHPzR4j27dumnhwoVat26diouL9eKLL+qSSy5ptrYNGzZo6NCh1jnav39/rV27ttl1aIhbwgFmIIuAGcgiYAayCJiDPALe8aqR4e/vr/79++vPf/6z/u///k/Hjh3TrFmz1LZtWz366KP673//K0m68847dcMNN2jbtm268cYb1aZNG/3+97/Xrl271KpVqxb5IMCpqm8u2O32Rh8XXnihJM9mQ/1/f/nll8rMzLSaF7t27VJqamqD7U+mfpv6hsaJNaWlpSklJcV6tG/fvsGthI5XVVUlh8Ph8YDZFi1apAULFuiJJ56wlmVlZal79+6aM2eOtm7dqsDAQE2aNKnJ19Rr3759o+/TrVs3jRs3Tr1791Z0dLRWrFihadOmNVufw+FQenq69TwyMlKHDx9udh0aWrVqla9LACCyCJiCLAJmIIuAOcgj4B2vJ/uunzdg4MCBCg0N1dVXX61f/vKXmjp1qi666CJJ0i9/+UsNGjRITzzxhL788ktNnz5dL774ooYOHaqMjIzT/iGA7yMvL6/R5atWrdLQoUMbXffpp59q5MiR1vM9e/aoR48ep/yelZWVkk4+fNDtdns8r6mpabJB8vjjj2vKlCkNlrfN26aQijAdadVJ8UUHFFhbqarAMBWGJyqxcLckqSgsUTa5FVWWI0k6GttRrRyHFOSsUHVAiPIik5VUsFOSVBzWWm6bn6JLsyVJ2TEdFFOareCaMtX4B+tYdJra5v//+URC4+T0D1JsyRFJUk50uiLL8xRSXaJav0Adjc1Qcl6WJKkkpJWqA0LUquSQJOlYdJrCKwoUWuWQyxagI3Gd1DY3Sza5VWaPUUVQuOIcdbfryotqp5Aqh8Iqi+SWnw7Hd1FS3nb5uWtVHhylMnu04ov3S5LyI5MVXFOu8IoCSdKh+G5qk79T/q4aVQRFyhHaSglFdSPKCiLaKtBZpYiKuvPjcFwXJRTuVUBtlSoDw1UUnmAdw8LwNvJzORVVnitJdce7+IACnZWqCghVQWSS2hTs+v/HO0F795bo+uuv1x//+EcFBQWpqKhIu3fv1vjx47V06VKtXbtWx44d04MPPqjzzjtPCxcuVEBAgG6++Wbdf//9ysrKUkFBgVwul1asWCFJatOmjUJDQyXV3U4qLi5OR44c0dKlSzVv3jytWLFCZWVlevPNN3XxxRdr4cKF1iTiXbt21bFjx5Sfny9/f3/17dtXDodDR48e1Z49exQbG6utW7eqrKxMhYWFqqys1NGjR61bCm7ZskVlZWXauXOnEhISlJVV93PNyMhQaWmpsrPrzpf+/ftr/fr1qq6uVnR0tJKTk7V582ZJdY2YyspKHTlSd7706dNHW7ZsUWVlpSIjI5WWlqaNGzdKklJTU1VbW6tDh+rOl7PPPls7duxQWVmZwsPDlZGRofXr10uSUlJS5Ofnp/37686BXr16WSOcQkJC1LVrV2s0Sdu2bRUUFGSNKuzZs6cOHjyooqIiBQcHq1evXtYvmImJiQoLC9Pu3XXnQLdu3ZSdna2CggIFBgaqd+/e1s+mvLxcBQUF2rmzLkddunRRXl6e8vLy5Ofnp379+mnVqlVyuVyKi4tTXFyctm3bJknq2LGjiouLdezYMUnSOeeco7Vr16qmpkaxsbFKTEzU1q1bJdVNDF9WVmYd7379+mnjxo2qqqpSdHS0UlJStGnTJklSenq6qqurrQZU7969lZWVpYqKCkVERCg9Pd3jeLtcLusWeZmZmdq1a5d1C7xOnTpZc7kkJyfL39/f43jv27dPDodDdrtd3bt3t+bXSkpKkt1u1549eyRJPXr00KFDh1RUVGSNbFu5cqV1vMPDwz3O2ZycHBUUFCggIEB9+vTRypUr5Xa7FR8fr5iYGO3YsUOS1LlzZxUUFCg3N9c63qtXr1Ztba1atWql1q1bW+dsx44d5XA4lJOT0+B4x8TEKCkpSVu2bLGOd3l5uY4ePSqp7q+oNm/erMrKSkVFRaldu3bW8U5LS5PT6bTO2d69e2vbtm0qLy9XeHi4OnTooA0bNkiS2rVrJ0nWaKyzzjpLu3fvVmlpqUJDQ9WlSxfrnE1OTlZAQIA1N07Pnj114MABFRcXy263q0ePHlq9erWk/10j6s/Z7t2768iRIyosLGxwziYkJCgyMtI6Zxu7RtSfs/Hx8YqNjbXmkurUqZMKCwuVm5srm82m/v37a82aNXI6nYqNjfXpNSI/P19btmwx7hrRunVrRUVFcY3gGnHGXCNKSkq0YsUK464Rpv4ewTWCa0RLXSMqKiqUk5Nj3DXC1N8juEZwjWjJa0RpaalKS0uNukaY+nsE14if7zXiZN/PNsbmPvGb0ybs27dPZ599tsaOHavXXnvNWr527Vr169dPmzZtUrdu3fT+++/rzjvv1MUXX6w33nhDUt1fsl900UUN/hId+LF9+umnGjVqVLPb5ebmKi4uznp+5MgRpaSkaOXKlerTp4927NhhXQhiY2OVmZmpu+++W9dcc40k6ZFHHtE333yjr776ytrHF198oREjRsjlcnk0KOpr8iKOkupGZFRVVVnPHQ6HUlJS9PDXe2QPj/BqX2h5JR88q3379mn27NmS6iagHzx4cINJuIuLixUdHa1t27Zp1qxZp/Qam82mvXv3Ki0tTVLdyDg/Pz89/fTTkuqaZHFxcVqwYEGD+YuOd+uttyouLk6PPvqoJKmoqEht27ZVWVlZk+vQ0J49e046YgbAj4csAmYgi4AZyCJgDvII1H2XGRUVpeLiYkVGRja5rVcjMtLS0tSuXbsG90S32+1yu92KjY3Vzp07NXHiRF1yySW6//77rW1O5d7swI/p5ZdfbnT53r179eSTTzZYPmvWLAUGBiooKEiS9NVXX6lnz56KjY095fc8duyYoqOjrQ7yicMITxx9MWfOHF111VUn3V9wcLDHXB4w2zvvvKPc3FxrjqDy8nK99957+vrrrzVixAhrMu5Vq1bJz89PKSkpJ33NypUr9dJLL530vZxOpwoLC63nJSUlKisrU21tbZM19uvXT3PmzLGer1+/Xm3btm12HRry5toAoOWQRcAMZBEwA1kEzEEeAe94fWupa6+9Vvfff79++ctfWsvKyspks9k0YcIEBQYGqm3btiovL9fvfve7Bq+vqalRZWWlli1b9sMqB7zgdrtVXl4uu91uLTvZhPMREZ4jGaqrqxUUFKQrrrhCO3bsUO/evXX55Zdr27ZtHreZOhUHDx5UUlKSpLrJwSdPnqy77767wXa1tbVKTk6mSfEzs3TpUjmdTuv53XffrQEDBqh169Z64IEHlJiYKKfTqTvuuEMTJ05UaGjoSV9z4oiMEw0cOFC/+c1v9OyzzyohIUGvvvqqEhIS1KtXL0l1He+QkBAFBgZ6vG706NG6/fbbtWjRIg0aNEjTpk3T8OHDm12HhrZv365zzjnH12UAZzyyCJiBLAJmIIuAOcgj4B2vGxlDhw6V0+lUdna2oqKiJNXd99/tdmvJkiWy2Wzq0KGDnE5ng9vkuN1uVVRUKD8///RUD5yinJwctWnTxmPZhAkTmnxNfHy8pLp7/G3evFkdOnTQa6+9psmTJ+v666/Xxo0blZmZqbKyMoWFhUmSCgsLrfvlNTbx9po1a9S1a1dJdY2M8PBwa+Lw49V/cV0/+gM/D8nJyR7Pw8PDFRcXp+uuu05ZWVm67LLLFBERobFjx2rq1KlNvub425415sorr9T27ds1ffp0HT16VD169NC8efOsxkWvXr00ffp0jRkzxuN1cXFxevrppzV8+HBFRUUpLCxMM2fObHYdAAAAAAAA0FK8miNDqvvr9LCwML3++uvWXACbN29Wr169dOmll2rx4sUqLy/XkCFDNGnSJI0bN67JyYqBH0Ntba327dsnu91uTbS9YMECVVdX6xe/+IW13dy5cxUWFqZhw4YpMDBQtbW1crvd1sRIkvTxxx/r6quv1g033KCFCxeqoqJC77zzjiZNmmRNYFNv8ODBWrRokVVDQkKCHnjgAd15550aOnSoLrjgAj3yyCMN6nU6nQoMDNRnn33mMfqpOfX3lWOODDPde3bTzQeT7Nq1S1lZWbrwwgsb3KOwqXX4n8LCQsXExPi6DOCMRxYBM5BFwAxkETAHeQS8myPD65m3g4KClJaWppUrV1rLampqZLPZ9Mknnyg/P1/vvvuuXC6XrrzySvXs2VNLlizx/lMAp5G/v786dOigpKQkbdiwQddee60mTpyoJUuWKCYmRomJiWrdurXy8/M1ZcoU9erVS0888YScTqfVxNi1a5euu+46XXnllXr55Zf1wgsvaO3atZowYYLatWun6upqvfXWW3K73XK73Xr44YdVXV1t1fD2228rPz/fapzU1tZqypQpstlsDR71fzV//ETewI8pIyNDo0aNavQfkabW4X+On6MEgO+QRcAMZBEwA1kEzEEeAe943ciQpJ49e6pDhw7W85qaGrndblVWViooKEjjxo3TwoUL9dVXX8nPz09Dhw7VY489dtqKBr6PvXv3Kj09XTfffLMGDBigPXv26I033rDmofDz89Ojjz6qffv2adq0aZo3b54mTJggp9Opd999V507d9bWrVu1fPlyXXfddZLqJrqfOnWq2rZtq5qaGo/3u+CCC3TttddazysrKzV69Gh16dJFUl2T4r777lNJSUmDR1FRkbUNgJ+m3NxcX5cAQGQRMAVZBMxAFgFzkEfAO17fWqoxFRUV2rNnj7p169bgNlLV1dV68803dc011ygkJOSHvhXwg+zevVvp6eny82u+h1dZWany8nLFxsZKkhYvXqwLLrjgpK8tLy9XUFCQAgJObeqZ0tJSBQQEeExA/kNxaymz/ZRuLYUfbuXKlerfv7+vywDOeGQRMANZBMxAFgFzkEfAu1tLnZZGBgAz0MgwG40MAAAAAAAAoE6LzpEBAACat2bNGl+XAEBkETAFWQTMQBYBc5BHwDs0MgAAaAFOp9PXJQAQWQRMQRYBM5BFwBzkEfDOqd3M30u5ubl64oknZLfbFRQUZC13u92qqqpSVVWVnn766ZZ4awAAjFA/vw4A3yKLgBnIImAGsgiYgzwC3vlejYwdO3Zo6tSpeuGFFxQeHt5gfUFBgZ555pkGy202m9xut2w2G40MAMDPWkJCgq9LACCyCJiCLAJmIIuAOcgj4J3vdWspt9utWbNm6eyzz9a6desa3cZms2nv3r3WY8+ePXK73VqwYIH27Nnzg4oGAMB0WVlZvi4BgMgiYAqyCJiBLALmII+Ad37QHBlFRUU677zzNGPGjEbXp6amWo+0tDRJUtu2bZWamvpD3hYAAAAAAAAAAJwhvncjw2azaf369erdu7duvfVW3XvvvaezLgAAftIyMjJ8XQIAkUXAFGQR/4+9+w6Pqsr/OP6ekt4bJQkQIHSkF3WVYkNEQVZUsIJlXQuKgu0nNiy4CoqKDUVRZGVBsa+VIopKL4IJSCcQIHUmPZny+yPmLmNCYJQ4F/m8nmcezS1zv3OYzw3MmXOOmIOyKGIeyqOIf/7QiIyUlBSWLl3K6NGjeeqpp3jggQeOVV0iIiLHteLi4kCXICIoiyJmoSyKmIOyKGIeyqOIf/5QRwaAzWbjtdde4+KLL+axxx5j3rx5x6IuERGR49r+/fsDXYKIoCyKmIWyKGIOyqKIeSiPIv75wx0ZUD3N1MMPP4zFYuH666/XYt4iIiIiIiIiIiIiInJM+N2R4Xa7a21zOp1cdNFFWK1WLBYLN9988zEpTkRE5HjVp0+fQJcgIiiLImahLIqYg7IoYh7Ko4h//OrIWLVqFWeccQbZ2dnGNo/Hw6WXXkpGRgYzZszg2WefZefOnce6ThERkePKunXrAl2CiKAsipiFsihiDsqiiHkojyL+sftz8AcffMC3337LkCFDjG2PPfYYX3zxBffddx+jR48GYNq0aWzYsIGysjK8Xi+A8d+ysjJKS0sJDw8/Ri9BRH7rjq4JREdHB7oMkRNaZWVloEsQEZRFEbNQFkXMQVkUMQ/lUcQ/fo3IePTRR/nggw9o0aIFXq+Xu+++mxtuuIHbbruNSZMmGcfde++9eL1eIiMjiYqKIioqyvhQtUePHkRFRZGfn39sX4mIiIiJxMbGBroEEUFZFDELZVHEHJRFEfNQHkX849eIDIChQ4cyaNAgxo8fz1NPPcUvv/zCO++8g8ViMY656KKLaNq0KeHh4VxxxRU+57vdbkpLSwkLC/vj1YuIiJhUampqoEsQEZRFEbNQFkXMQVkUMQ/lUcQ/fndkAISEhDB9+nR69OjB9ddfz6BBg/j000+JiIgAwGazMXLkSF5++WXGjRtHTEzMMS1aRETE7DZu3Ejfvn0DXYbICU9ZFDEHZVHEHJRFEfNQHkX849fUUr91zTXX8NJLL7F06VKGDh3qs++yyy6jrKyMOXPm/KECRURERERERERERETkxPWHOjIA/vGPfzBmzBi6dOnis71nz56kpKTwxhtv/NFLiIiIHHdatWoV6BJEBGVRxCyURRFzUBZFzEN5FPHP75pa6remT5/us0ZGjQEDBtC4ceNjcQkREZHjSnl5eaBLEBGURRGzUBZFzEFZFDEP5VHEP394RAZAWFgYoaGhtba/8MILTJky5VhcQkRE5Liyb9++QJcgIiiLImahLIqYg7IoYh7Ko4h/jklHxuFER0c35NOLiIiIiIiIiIiIiMhfnMXr9XoDXYSIHBtOp5OYmBgcDoc6EkUCzOVyYbcfkxkcReQPUBZFzEFZFDEHZVHEPJRHEf8+y/xdIzI+++wzRo8ebfz8008/0adPH1asWPF7nk5EROQvZ9OmTYEuQURQFkXMQlkUMQdlUcQ8lEcR//yubr9t27Yxf/58Zs2aBYDX62XVqlW4XC7j5wkTJhASEkJQUBBWqxWLxYLb7aaqqoqKigqmTp16zF6EiPh6en0eoZGVgS5DAuCe7omBLkF+pYXbRMxBWRQxB2VRxByURRHzUB5F/PO7OjKCg4N9Fve22WzVT/brcCiPx8MzzzxT6zyLxYLX68VisagjQ0RE/tI0vZuIOSiLIuagLIqYg7IoYh7Ko4h/ftfUUlarlZCQkCMeN23aNHbs2MGOHTvYvn07Xq+XhQsXsn379t9zWRERkeNGWlpaoEsQEZRFEbNQFkXMQVkUMQ/lUcQ/v6sjw2KxHNVxiYmJtGjRghYtWhjhTElJoUWLFr/nsiIiIseNDRs2BLoEEUFZFDELZVHEHJRFEfNQHkX887s6MkRERERERERERERERP4Mv2uNjKqqKgDWr1+Pw+EgOzsbi8XC5s2bsdvtuN3uY1qkiIjI8UajD0XMQVkUMQdlUcQclEUR81AeRfzjV0fGggULeOONN/jiiy9ITEzk4Ycf5oMPPjAW8R49erRx7NFOPyUiIvJXpE59EXNQFkXMQVkUMQdlUcQ8lEcR//jVkfHMM8+wbNkyIiMjARg1ahQnn3wyoaGh2Gw24zi3283tt99+bCsVERE5jmRlZZGSkhLoMkROeMqiiDkoiyLmoCyKmIfyKOIfvzoyHn/8cWJjY1mxYgX3338/F198cZ3Hud1uxo0bdyzqExERERERERERERGRE5hfi32ffvrpnHTSSUd9fF3TS2nKKRERORF079490CWICMqiiFkoiyLmoCyKmIfyKOIfvzoy/PXoo49yxhlnGA+AK6+8kjPPPJPCwsKGvLSIiEhAbdmyJdAliAjKoohZKIsi5qAsipiH8ijiH7+mljpaFouFli1b4vF4yM3NJSgoCICuXbtSVFREXl6eFrQREZG/tJKSkkCXICIoiyJmoSyKmIOyKGIeyqOIfxqkI8NqtbJt27aGeGoREZHjQmRkZKBLEBGURRGzUBZFzEFZFDEP5VHEP7+7I6OwsJBhw4ZhsViMh9VqJSgoiODgYCIjI0lKSqJZs2Z07NiRLl26EBERcSxrFxERMa309PRAlyAiKIsiZqEsipiDsihiHsqjiH9+V0eGxWLB6/WydOlSwsLCsFr/t9RGaWkpJSUlVFVV+RwfFBRE3759ufjii7nyyiuJiYn549XLCaesrIywsLBAl3FMeTwenwyJyF/DunXr6Nu3b6DLEDnhKYsi5qAsipiDsihiHsqjiH9+16en11xzDWVlZRQUFLBv3z6ysrKMR35+PhUVFRQVFbFx40Y+/vhjJkyYQKdOnfj222+57bbbuP7664/165ATgNfrpWnTprzwwgvGtrKyMhwOBxUVFbhcLp/HocrLyxusrh07dvDEE0/gcDj8Pvfdd98lNTVV8yKKiIiIiIiIiIiIHEaDrJEBEBERQceOHenYsSNDhgwBYNmyZTz99NO8/PLLDXVZ+QuqrKwkODiYNWvW4HQ6ueCCC4x9M2fOZOzYsYSEhGC3243jGzduzJ49ewBYsmQJo0aN4sknn+TKK6+ksrISl8tFUFCQsRB9jbKyMkpKSggKCvIZNTRjxgz27dvnc+xNN91Eo0aNeOONN4wOO39169aN7Oxs3n33Xa6++mqgusPG7XZTVVX1lxt9InIiadasWaBLEBGURRGzUBZFzEFZFDEP5VHEP3/qfDZ/+9vfeO+994iPj/8zLyvHuebNm2O1WunTpw9er5dWrVpht9ux2+307duXwYMHc/vtt1NcXExxcTEDBw5k8ODBxvndu3fnwgsv5KqrrmLUqFE899xzREREEBwc7LPGi8ViITw8nKSkJCZPnuxTw1tvvcWmTZsIDQ0lNDSURx55BKfTSVFRES+88ALr168nNDTUqCs6OpqcnByf5xg5cmSt67Vp0waA0aNH11prpnfv3g3fuPKXNHbsWJ/32W/n3bznnnt8OgSPdM4bb7xB586diY2NZdSoUeTm5tZ53XPPPZdZs2YdVY3ffPMNHTp0IDExkaeffvqo9x1PNGWciDkoiyLmoCyKmIOyKGIeyqOIf5QYMb0dO3ZQVVVF586defnll3G5XHzxxReEh4fTo0cPzjnnHL744gsAcnJyWLRoEaNGjTLOj4mJ4aWXXuKDDz5g7NixXHvttWzbto2srCwOHjxIv379GDlyJDk5Oezdu5ft27fXGl1hs9kYMmQI99xzD/fccw8WiwW73c4DDzxAZWUlDofDmNLq9NNP58YbbyQpKcnnOcLCwjj//PMpKiryeWzdupXt27cbPzudTnJzc1m8eHHDN678Ja1evZpPP/2UgoICCgoKWLt2rbFv48aNvPjii0ybNu2ozvn666+59dZbeeaZZ1i/fj1Op5Phw4fXuuacOXOMHB5JTk4OQ4cOZdSoUfzwww/MmTPHeL/Xt+94s2vXrkCXICIoiyJmoSyKmIOyKGIeyqOIf/yeWiolJYWQkBBCQkJqTctzJCEhIXTs2JHHH3+clJQUfy8tJ6iwsDCWL1/O1q1bufzyy4HqtSUGDx6MzWbj0ksv5a677uKHH37go48+on379gwYMKDW8wwbNsz4/7i4OOP/g4KCCAkJITEx8bA1eL3eWts++eQTXn/9dS644AKuvPJK3n33Xd599122bt3KRx99VOv40NBQgoKCiIyM9Nk+YsQIoqKimD9//hHbQuRIXC4XGzdupF+/frXea16vlxtuuIFx48bRunXrozrnrbfe4rrrruPss88G4KmnnqJTp07k5eWRkJAAQH5+PuPHj6ddu3ZHVeOcOXNo2rQp999/PxaLhQceeICZM2cycODAeveJiIiIiIiIiMiJye8RGdnZ2RQVFVFeXl7rm+VHemzatIm3336b++67ryFei/yFZWZmEhERQd++fXnyySd5/fXXGTduHABNmzZl9OjRjB49mmeffZZHHnkEi8UCwPvvv8/48eMPOxXO0aqoqODaa681po5yu9306dOHDz74gNmzZwNwwQUXcMsttzBz5kyioqJqPYfVajXqOlRYWBgej4esrCzjsWfPHrZt2/aHapYT04YNG/B6vXTr1o2wsDDOPfdcdu/eDcCrr77KunXraNmyJZ988glVVVVHPCc3N5fmzZsbz2+z2QCMNWkAxo8fz/Dhwzn55JOPqsb169dzxhlnGHno06cPa9asOeK+402XLl0CXYKIoCyKmIWyKGIOyqKIeSiPIv75XVNL/etf/2LHjh1+P/bs2UN4eDhLliw5xi9D/uquvvpq9u3bx7hx47j33nvxeDxkZGQYIyWGDh3Kli1bsFgsPp0IW7Zs4fnnn6dVq1ZMmTLld19/+fLluN1urrjiCh566CG8Xi99+vRh4MCB2Gw27rjjDr788kuCg4N9Rnscqmb9i9+y2WwsWLCAZs2aGY/mzZvTtWvXI9ZVUVGB0+n0eciJLSMjg06dOvHOO+/w888/ExQUxA033EBxcTETJ06kTZs2ZGVl8fTTT9OvXz/Ky8sPew5UL0j/0UcfGVl744036NOnDzExMQAsXryYhQsX8q9//euoa3Q6nbRs2dL4OTo6mr179x5x3/Fmx44dgS5BRFAWRcxCWRQxB2VRxDyURxH/+D211B+RkJBAixYtyM/Px+12G9/sFTkaP/30E6+99hpt2rThn//8J/fccw9hYWEsW7aMV155hZtvvpny8nLOOussBgwYwMUXX8zdd9/NxRdfzLXXXuv3VGiHev/992t929ztdvPtt98yc+ZMFi5cyJtvvklhYSFnn302Z599NpdccgnnnXceERERAJSXlx/2PX/11Vf7LJLs9XqpqKg4Yl2TJ0/m4YcfrrU9JTeTsLII9iW0JalwN0HuciqCIiiIbEKTguqRHoURTbDgJabkAADZ8W1IcGYR7Cqj0h5GbnQqyfm/AOCIaITXYiW2eD8A++NaE1e8n5CqEqpsIRyMTSMlbzMAzvBEXLZg4ov2AXAgtiXRpbmEVRbhtgaRHZ9Oam4GAEVhCVTaw0goygLgYGwakWX5hFc48Vjs7EtsS0pOBha8lITGURYcSaJzDwC5Mc0Jq3ASUV6IFyt7k9qTnLsZq9dNaUgMJaGxJDmq55vMi04lpKqUyLJ8ALKSOtI07xdsnirKgqNxhifQuLD6LxD5USkEuSqIKqsexbM3sT2NC3Zgd1dQHhRJYWRjow0LIpti9biIKa1e2H1fQluSHLsJcpVTYQ8nPzqZpvlbf23vxgDEGu2dTrxzHyGuUqrsoeTENCc5b0t1e4cn4bHaiSvONto7tvgAoVXFuGwhHIhrSUpu5q9tmEiVPYT4ouoP+4cNG0bv3r2NtS6mT59Oq1ateOqppyguLua9994jNzeXM844g2uuuYYpU6Zw9tlnM336dHr16sXKlSu59tprueiii9i9ezcDBgzgk08+oVu3bthsNtauXcuDDz4IwPfff8/VV1/NxIkTger1LbZt20ZeXh7FxcXs31/9funTpw/r1q2jsrKS2NjY6tefnc3y5ctp1aoVJSUllJSUsHz5cmw2G7m5uSxfvpzo6GiaNWtm7GvRogVut5usrOr3S/fu3dmyZQslJSVERkaSnp7OunXrAGjWrBlWq9WYc7RLly7s2LGDoqIiwsLC6NChgzHSIyUlheDgYOMvkSeddBJ79uyhsLCQkJAQunTpwsqVKwFo0qQJERERxoipjh07sn//fvLz8wkKCqJHjx4sX74cgNLSUpo0acIvv1TnqH379uTm5pKbm4vVaqV3796sXLkSj8dDYmIiiYmJZGZW/7m2adMGh8PBwYMHAejbty9r1qyhqqqK+Ph4mjRpws8//wxA69atKSkpMdq7d+/ebNiwgYqKCmJjY2nWrBk//fQTAC1btqSystLoHOrRowcZGRmUlZURFRVFy5Yt2bBhAwAtWrTA4/GwZ0915rp168bWrVspLi4mIiKCtm3bGmuppKamYrPZfNp7586dOJ1OQkND6dSpE6tXrwYgOTmZ0NBQtm/fDkDnzp3JysqisLCQ4OBgunXrxooVK4z2joyMZOvW6hx16NCBAwcOkJ+fj91up2fPnqxYsQKv10tSUhJxcXFs2VKdo3bt2pGfn09OTo7R3qtWrcLtdpOQkECjRo3IyMgw2tvpdHLgwIFa7R0XF0dycjKbNm0y2ru0tJTs7Op89urVi40bN1JeXk5MTAzNmzc32jstLQ2Xy2W8Z3v06EFmZialpaVERkbSunVr1q9fD2CMfKoZDdW1a1e2bdtGcXEx4eHhtG/f3njPpqamYrfb2blzp/Ge3b17Nw6Hg9DQUDp37syqVauA6lGL4eHhxnu2U6dO7Nu3j4KCglrv2caNGxMdHW28Zzt06MDBgwfJy8vDZrMZ9wiPx0NSUhLx8fFs3lx972/bti0FBQXk5ORgsVjo06cPq1evxuVyER8fT+PGjY32Tk9Pr/cekZqaysaNGwFo1aoV5eXl7NtX/TulZ8+ebNq0ifLycqKjo0lLS/N5z9Z1j8jKysLr9ZruHtGoUSNiYmJ0j9A94oS5R+zfv5+ioiLT3SPM+vcI3SN0j2ioe0RZWRkJCQmmu0eY9e8RukfoHtGQ94ji4mKaN29uqnuEWf8eoXvEX/ce4c8sOhZvXZP/18NqtfLaa69xzTXX+HOa4fvvv+eUU06pc4odkbr897//5YUXXuDzzz/nyiuv5NlnnyUmJoaysjLeffddnnvuOZ566iljXYylS5cyefJkrr32WkaMGAFUdwxUVVURHBxc6/nPOussUlNTfToSfis1NZW3336bWbNm8f3339OsWTNatGjB+++/z80338z48eONkRj79u3j0Ucf5b333mPFihW0aNECgFGjRhEcHMybb77p89wjRowgMjKy3usfTkVFhU+Hh9PppFmzZjy4dDuhkbWnt5K/vnu6+6714nA4iI2N5aGHHuKbb75h0aJFxr5LL72UVq1aMXny5DrPyczMNNa92Lp1K1OmTOGbb75h48aN2Gw27rvvPnbu3MmcOXMAGD16NAMGDGD06NH11njjjTeSmJjII488AkBhYSEpKSmUlJTUu+94s2HDBg0VFjEBZVHEHJRFEXNQFkXMQ3kUqf4sMyYmBofDQXR0dL3H/qkjMgBOPfXUP/uScpxr3bo1UVFRLF++nF69ehnb9+3bR1lZmdEzWeOUU07hs88+89lmsVh45513OOOMM2jWrJnfNdSsjQHVPYbnnXcegwcPpmPHjtx555089thjPsdfcsklZGVl+YwCOXjwIF26dOHnn3+mU6dOta5xaAdHSEgI5eXlR6wrJCSEkJAQv1+P/HXdcccdnHzyyVxyySUArFy5EqvVSlpaGp9//rnPsbt27WLgwIGHPefQrCQnJ7NgwQJmzJhhjCz697//TU5OjjHKorS0lHnz5rFixQpefPHFw9bYu3dv3nnnHePndevWkZKScsR9x5sOHToEugQRQVkUMQtlUcQclEUR81AeRfzzu9bIEPkztWvXjvbt2/Pdd98BcM0117Bw4ULWr1/PLbfcYkxzA9WdAaeddhoOh8PnOcrLyxk3bhzXXnvtH66nc+fOXHXVVSQlJZGUlMRpp53ms6j9rbfeSkhISK2prPbs2UNycrIxKmTFihVkZ2fXekydOlWdE/K7devWjfvuu4+lS5eyaNEixo4dy+jRo7ngggvIyMjg5ZdfJisri+eee45169Zx7rnnHvac8PBw43mff/552rdvz4UXXmhs+/bbb9m4cSPr1q1j3bp1DB06lEmTJjFp0iSgule9ZkHxQw0dOpTvvvuOxYsX43K5mDJlCoMGDTrivuPN8bpIuchfjbIoYg7Koog5KIsi5qE8ivjHrxEZNbNQlZaWNkgxInXxer3MmDHDWHx47ty5nHrqqVx33XW8//77DB8+nE6dOnHJJZdw2mmn8cADDzB48GC+/vpr44PYt956C6fTybRp045JTZWVlSxZsgSbzYbNZiMyMtLYFxQUVGtRb4fDwfbt2+nQoYPRkZGUlESTJk1qPXd0dHSdU2CJHI2rrrqKjIwMhg0bRlRUFMOHD+fxxx8nIiKCzz//nPHjx3PHHXfQpEkT5s6dS1paGmlpaXWeU6OwsJAnn3yy1oiO1NRUn58jIyONuRWheh7IadOm+XR+ACQmJjJ16lQGDRpETEwMERERzJw584j7RERERERERETkxORXR0ZlZSVArW+7izSkhQsXsn//fq644gqguqOgZpqnIUOG8NVXX3HqqaeSmZnJl19+yWeffcaAAQMYOXIk77//PhaLhaeffpohQ4bQsWPH311HYWEh+/fvZ9WqVTz77LN06tTpqNeKWbx4MV6vl1NOOeWo5vrXGjLyR0yePLnWuhcAJ598MsuWLfPrHIDY2Fjy8vKOeN3frvNSszhYXW666SbOOeccMjIy6N+/v888iPXtO54cr1NiifzVKIsi5qAsipiDsihiHsqjiH9+V0dGzarxIn+Gxx9/nPPOO4/WrVsD1R0Za9asYcSIEdjtdvr27YvL5WL27NlMnTqVvXv3Mm/ePBYvXozVamX27Nls3ryZp59+mry8PHbv3k1wcDBWqxWLxUJpaSkOh4PMzExjUfCqqipatGhBYmIiDz30EAcPHuTiiy9m4MCB3HjjjQwePJhWrVoxa9Ysli5dSmhoqFGvy+Xisssu83kNzz77LL179yYhIQGn0wlAy5YtD/uaj9cPbkX8kZ6eTnp6ut/7jhcaWSViDsqiiDkoiyLmoCyKmIfyKOIfvzoyIiIiWLt2LVFRUQ1Vj0gt06dP9/n54osv5rXXXuP555/32R4REcH//d//kZCQwIABAxgwYAC5ubncfffdpKamcu655/LOO+8wZswYoyOjZgqon3/+mZNPPhmPx2N0ZMycOZOrr76a9u3bM2fOHM455xwiIiJ8rllRUUG/fv1YsmSJsW3ChAns3r3b+LmsrIz4+HjOP/984xyATZs20bx581qv980332T8+PG/v8FExBR27NhBo0aNAl2GyAlPWRQxB2VRxByURRHzUB5F/GPx1ix8IfIXlJ2dzTPPPEN0dDQTJ0485s9fWVlJZWWlzxoZR+LxeHA6nURHR9daS+OPcjqdxMTE8ODS7YRGqsPxRHRP98RAlyC/Wr58OX379g10GSInPGVRxByURRFzUBZFzEN5FPnfZ5kOh+OIM9T43ZHx3nvv8dRTT/HJJ58YC7qKiDmoI0PUkWEepaWlhIeHB7oMkROesihiDsqiiDkoiyLmoTyK+NeRcdRfB8/NzWXkyJFccsklrFixgrFjx/7hQkVERP6q9uzZE+gSRARlUcQslEURc1AWRcxDeRTxz1F3ZGzYsIF58+YRGRnJE088wVtvvdWQdYmIiBzXCgsLA12CiKAsipiFsihiDsqiiHkojyL+OerFvs844wxeeuklLrzwQho3bgyAw+HgzDPPJCwsjKCgoKO+qMViYeHChf5XKyIicpwICQkJdAkigrIoYhbKoog5KIsi5qE8ivjnDy32nZeXR1JSElarldDQUCwWS73Hu91uKioqjP8XkWNLa2SI1sgwD4/Hg9V61AMfRaSBKIsi5qAsipiDsihiHsqjSAOtkVGXhIQEysvLcblcFBcXU1RUVO+jtLQUt9tNaWnpH7msiIiI6a1cuTLQJYgIyqKIWSiLIuagLIqYh/Io4p8/3O0XHBzs9zkaOiUiIiIiIiIiIiIiIkdD45dEREQaQJMmTQJdgoigLIqYhbIoYg7Kooh5KI8i/lFHhoiISAOIiIgIdAkigrIoYhbKoog5KIsi5qE8ivhHHRkiIiINYNu2bYEuQURQFkXMQlkUMQdlUcQ8lEcR/6gjQ0RERERERERERERETEsdGSIiIg2gY8eOgS5BRFAWRcxCWRQxB2VRxDyURxH/qCNDRESkAezfvz/QJYgIyqKIWSiLIuagLIqYh/Io4h97oAsQkWPvjq4JREdHB7oMkRNafn5+oEsQEZRFEbNQFkXMQVkUMQ/lUcQ/GpEhIiLSAIKCggJdgoigLIqYhbIoYg7Kooh5KI8i/rF4vV5voIsQkWPD6XQSExODw+HQiAwRERERERERERExLX8+y9SIDBERkQawfPnyQJcgIiiLImahLIqYg7IoYh7Ko4h/1JEhIiIiIiIiIiIiIiKmpY4MERGRBtCoUaNAlyAiKIsiZqEsipiDsihiHsqjiH/UkSEiItIAYmJiAl2CiKAsipiFsihiDsqiiHkojyL+UUeGiIhIA/jll18CXYKIoCyKmIWyKGIOyqKIeSiPIv5RR4aIiIiIiIiIiIiIiJiWOjJEREQaQPv27QNdgoigLIqYhbIoYg7Kooh5KI8i/lFHhoiISAPIzc0NdAkigrIoYhbKoog5KIsi5qE8ivjHHugCROTYe3p9HqGRlYEuQ+SElpqzl/lOLd7WEO7pnhjoEuQ4kpubS+vWrQNdhsgJT1kUMQdlUcQ8lEcR/2hEhoiISAPwWvQrVsQMrFZlUcQMlEURc1AWRcxDeRTxj8Xr9XoDXYSIHBtOp5OYmBgeXLqd0MioQJcjItIgNCJDRERERERE5PhX81mmw+EgOjq63mPV9SciItIAUnIzA12CiAArV64MdAkigrIoYhbKooh5KI8i/lFHhoiISAOweD2BLkFEAI9HWRQxA2VRxByURRHzUB5F/KOODBERkQZQEhIb6BJEBEhM1FRkImagLIqYg7IoYh7Ko4h/1JEhIiLSAEpD65/bUUT+HPoHoog5KIsi5qAsipiH8ijiH3VkiIiINIAkx+5AlyAiQGam1qsRMQNlUcQclEUR81AeRfyjjgwRERERERERERERETEtdWSIiIg0gNzoZoEuQUSANm3aBLoEEUFZFDELZVHEPJRHEf+oI0NERKQBhFYWB7oEEQEcDkegSxARlEURs1AWRcxDeRTxjzoyREREGkBkeUGgSxAR4ODBg4EuQURQFkXMQlkUMQ/lUcQ/6sgQERFpEJZAFyAiIiIiIiIi8pdg8Xq93kAXISLHhtPpJCYmhgeXbic0MirQ5YiINIh7uicGugQRERERERER+YNqPst0OBxER0fXe6xGZIiIiDSApnlbAl2CiABr1qwJdAkigrIoYhbKooh5KI8i/lFHhogJaGCUyF+PzeMKdAkiAlRVVQW6BBFBWRQxC2VRxDyURxH/qCNDjhtut5vi4uIjPioqKn7X88fHx/PRRx9x9tln8+WXX9Z5zIEDB1i1apXxc1lZGUVFRVRUVOByuWo9jsb27dtp1qwZ33zzze+qW0TMqSyk/iGR0nDy8vL4/vvvyc3NDXQpYgLx8fGBLkFEUBZFzEJZFDEP5VHEP+rIkKO2adMmzj777IBdf/ny5URFRR3xcdttt/2u5/d6vcTGxjJixAjGjBlDWVlZrWM++eQTLrjgAuPnxx57jOjoaEJDQwkKCqr1yMzMPOJ1W7ZsicViYdasWT7b3W43paWlGq0hcpwqCtNfShtaXl4eLVu2ZOfOnca2uXPnkp6ezs0330zz5s2ZO3eusW/27Nk0b96cyMhIzjrrLJ/zxo4di8ViMR7p6elHvBbAhx9+SKtWrbDb7fTt25eMjIyjqv2bb76hQ4cOJCYm8vTTTx/1PvFfkyZNAl2CiKAsipiFsihiHsqjiH/UkSFHzePxsHnzZp9t33zzDQsWLOCTTz4xHh999BHz589nx44dxnE5OTlkZWUd1eNw36ANCQkBYMeOHXi93jof/fv3JywszOe8L7/8klNPPZUBAwYwYMAA+vfvT58+fWp1EFitViwWCzfccAOLFi0iJCSk1jEhISFGHQDjx49n165dZGdnk5OTw65du+jRowfNmzfn448/pl27dj7nv/zyyz4flFksFqxWK1lZWcyaNctnu91uJyIigry8vKP8ExIRM2lUuDPQJfyl5ebmcv755/t0LBQWFjJ27Fi+/fZb1q5dyyuvvMLdd98NwLZt27jvvvv44IMP+Pnnn2nRogWjR482zl29ejWffvopBQUFFBQUsHbt2nqvVfOcY8aM4YknnmDv3r20aNGC66677oi15+TkMHToUEaNGsUPP/zAnDlzWLx48RH3ye/z888/B7oEEUFZFDELZVHEPJRHEf/YA12AHD9qPnQ/1LvvvsuaNWsICwtjxYoVNGvWjEaNGlFWVsZ9991Hy5YtARg5ciSLFi06quucddZZfPXVV7W2//bah/Pb49q3b8+ECRPYt28fY8eO5cMPP6SiooL//Oc/XHbZZQQFBWGxWKioqOCss87CYrHg9XqprKwkIyOD9u3bH/ZacXFxxMXFAVBcXMzFF19McHAwa9asISEhodbxYWFhxMTEkJWV5bPd4XDgdDpp1qyZsa2yspLKykoNNRQRqcPIkSMZOXIkP/74o7GtqKiIadOm0blzZwC6du1KQUEBAGvXruXkk0+mR48eAIwZM4ZLLrkEAJfLxcaNG+nXrx+RkZFHdS2AjIwMHn/8ceN5brzxRs4999wj1j5nzhyaNm3K/fffj8Vi4YEHHmDmzJkMHDiw3n0iIiIiIiIiJyp1ZMgRnX766Xz//fdYLBbcbjd2ux2Px8Pjjz/O888/bxzXq1cvbrnlFp9vuNYIDg7m6quvrjV90m+NHj36sCMyKisrj6re366R0bx5c5o3b87GjRsBGDp0qPF8JSUlBAcHY7VaSUpK4t1332XAgAF4PB5KSkoIDw83jrXZbMZz1nR01IzOyMvLY8iQIURFRfH1118TERFRZ22hoaFYrdZaH5RNnz6dqVOnkpOTc1SvUUTMLy8qJdAl/KXNmDGDVq1aMW7cOGNbs2bNuPzyy4HqhfOmTJnC3//+dwA6duzIokWLWLt2La1ateKFF14wpkvcsGEDXq+Xbt26sXfvXvr378+MGTNo3rz5Ya8FcP755/v8vHnz5lpTUtVl/fr1nHHGGVgsFgD69OnDvffee8R98vu0bt060CWICMqiiFkoiyLmoTyK+EdTS8kR2e12XnjhBdatW0eLFi1wuVxcddVVBAcHH/Vz+HPsoVM3HaqmIyM9PR273V7n45tvvqG8vPyoa8rNzcVmsxkfGNWwWq2UlJQYnRfXXHMNdrudq666il27dmG1Wo1fOF9++SW9evUiJCSEWbNmUVZWRm5urvHweDw+z/vba0H1SI2goKBa02xt37693tdTUVGB0+n0eYiIOQS7ju5eJL9Pq1atDrtv/fr1NG7cmC+//JJp06YB1R0ZI0aMoEePHsTGxrJ8+XKmTJkCVI+s6NSpE++88w4///wzQUFB3HDDDUd1rRqVlZVMmTKFm2666YjHOp1OY8QiQHR0NHv37j3iPvl9SkpKAl2CiKAsipiFsihiHsqjiH80IkOOyG6v+21yuO11qevDe3+PPf3002utWZGYmMiUKVPqHAVSo2Z0hdvtBqq/pVtVVYXL5aJz58785z//MaYCqVng+8cff2TQoEF8/vnnnHLKKTz33HNMmzaNBQsW8Oijj7J27VqqqqqYPn06Y8eOBWDnzp2kpqbWuv7+/ftp3Lix8drqmiLLZrORnZ3tM7VUjZUrV9KrV686X9vkyZN5+OGHa21Pyc0krCyCfQltSSrcTZC7nIqgCAoim9CkYBsAhRFNsOAlpuQAANnxbUhwZhHsKqPSHkZudCrJ+b8A4IhohNdiJbZ4f/VrimtNXPF+QqpKqLKFcDA2jZS86vVTnOGJuGzBxBftA+BAbEuiS3MJqyzCbQ0iOz6d1NzqxXCLwhKotIeRUFQ91dbB2DQiy/IJr3DisdjZl9iWlJwMLHgpCY2jLDiSROceAHJjmhNW4SSivBAvVvYmtSc5dzNWr5vSkBhKQmNJcuwCIC86lZCqUiLL8gHISupI07xfsHmqKAuOxhmeQOPC6jVd8qNSCHJVEFVWPTJob2J7GhfswO6uoDwoksLIxkYbFkQ2xepxEVNaPZJmX0Jbkhy7CXKVU2EPJz86mab5W39t7+r3QKzR3unEO/cR4iqlyh5KTkxzkvO2VLd3eBIeq5244myjvWOLDxBaVYzLFsKBuJak5Gb+2oaJVNlDiC/ae0h75xFW6axu74Q2pOZUz7tZHBZPRVA4Cc7q9s6JaUFEeSHhFQ48Fhv7EtuRkpOJBQ8lobGUhUST6Nhd3d7RzQirLCaivAAvFvYmdSA5dwtWr4vSkGiKw+KNNSHyolIJdpURVVa9vktWYgea5m/9tb2jcIYnHtLeydjdlUSX/treCe1oVLiTIHdF7fdsZBMsXg8xJQer2zu+DYmHvGfzolNparxnG+PFQmxJXe/ZUHJi/9fezvAk3Ie094G4VsSUHCS0shiXLZj9ca1INdo7gUp7KAm/tvfB2DSiyvIJq3DittrJTmhLak4G4CXIVUFFULjxns2JaU54uZOIikK8Fit7E9uTkpuJxeuhJCSW0tBokg5p79DKYiLLCwALWUkdaJq3BZvHRVlINEU+7Z1CsKv8kPZuT5OC7djdlZQHR+KIaETjgu3Ge9bmcRF96Hv2OLxHLF++DbvdTs+ePYHqaaM8Hg9xcXFs2bIFr9fLBx98wD333MOFF17IU089hdvtZsGCBcycOZOePXsye/Zs+vfvz+uvv87gwYP529/+xoEDBzh48CDTp0+nVatWLFq0iNTUVJKTk9m0aVP1ezY/H6vVSnZ29fulV69ebNy4kaeeeoqgoCCuuOIKli9fDkBaWhoul8uYTrBHjx5kZmbicDjIz8+nvLyc9evX43a7KS0tJTs7G4fDQXZ2NuXl5Wzbtg2Hw0FpaSlVVVWsWbMGgNTUVOx2u7Fmx0knncTu3btxOByEhobSuXNnVq1aBUDTpk0JDw9n27bqP9dOnTqxb98+CgoKCAoKokePHka9jRs3Jjo6ml9+qf5z7dChAwcPHiQvLw+bzUavXr1YuXIlHo+HpKQk4uPjjbWz2rZtS0FBATk5OVgsFvr06cPq1atxuVzEx8fTuHFjYyH09PR0iouL2b+/+v3Sp08f1q1bR2VlJbGxsaSmphqjKFu1akV5eTn79lW/X3r27MmmTZsoLy8nOjqatLQ0NmzYAECLFi1wu91Ge3fv3p0tW7aQlZVFcXEx6enprFu3DqgevWO1Wtm1q/r3RJcuXdixYwdFRUWEhYXRoUMHo71TUlIIDg421v466aST2LNnD4WFhYSEhNClSxdWrlwJVC/YGBERYbR3x44d2b9/P/n5+bXau1GjRsTExBjt3b59e+NLEFarld69exvtnZiYSGJiIpmZ1feiNm3a4HA4OHiw+n7Yt29f1qxZQ1VVFfHx8TRp0sSYc7l169aUlJQY7d27d282bNhARUUFsbGxNGvWjJ9++gmAli1bUllZaXSe9ejRg4yMDMrKyoiKiqJly5Y+7e3xeNizp/oe161bN7Zu3UpxcTERERG0bdvWWGsmNTUVm83m0947d+7E6XQSGhpKp06dWL16NQDJycmEhoayfXv1fatz585kZWVRWFhIcHAw3bp1Y8WKFUZ7R0ZGsnXrVuM9e+DAAfLz8417xIoVK/B6vSQlJRn3CIB27dqRn59PTk6O0d6rVq3C7XaTkJBAo0aNjPdsmzZtcDqdHDhwoFZ7x8XF+dwjWrdubeT50HtEeXk5MTExNG/e3Gjvw90jSktLiYyMpHXr1qxfvx7AGCG2e3f174muXbuybds2iouLCQ8Pp3379qa/R2zbto39+/eb7h5RUlJCZGSk7hG6R5ww94iysjJCQ0NNd48w698jdI/QPaIh7xHFxcUkJCSY6h5h1r9H6B7x171HHG5mnrpYvL/9ZFjkNwYPHsywYcM47bTTjMVOR48ebUwlVaO+qaUuvPBCYmNjj2pqqeLiYt59991a+8rLy3G5XD7TMh1NR8bWrVtp06aNz7Zhw4bxwQcfcO+99zJnzhy2bt1K06ZNufDCC5k8eTKnnHIKrVq14sMPPzSmlwJ4++23mThxonFDz87OZteuXbz//vt8/PHHrFmzhpNOOol//vOfdO7cmXPPPZfS0lJjAfK3336bCRMmGAGvMX36dKZMmVJrIdmaKa0OndbqUBUVFT5TadWss/Hg0u2ERkYdtk1EpOGl5vxMVlLHQJfxl3RP90Tj/y0WCzt27CAtLa3WcXv27KFFixbk5eUxadIkrFYrU6dOBaqnCExMTGThwoV069bN5zyHw0FsbCyZmZm0a9fuiNf66quvuOiii/jxxx/p2PHIf+Y33ngjiYmJPPLII0D1IuUpKSmUlJTUu09+n+XLl9O3b99AlyFywlMWRcxBWRQxD+VRpPqzzJiYGBwOB9HR0fUeq6ml5IgO9yG6y+X6U+tYvHgx0dHRRk/k4VRWVvpMx9SyZUtycnKMRVrz8/N54403ALj77rt5++23efvtt8nPz+ett97ijDPOoFOnTnzyySc+nRh1adq0KX379uWLL75g0KBBlJWVsW3bNvr27UtVVRU2m83oxIDqYYOHmzqrLsHBwYdtf6iehis6OtrnISLmkJXYPtAlnHAWLVrEnXfeafxcM3LQarXicrmMb0FB9cLgNaP17rjjDubNm2fsW7lyJVartc5Rcr+1fft2Lr/8cl566aWj6sSA6m+pHLpw+Lp160hJSTniPvl9evfuHegSRARlUcQslEUR81AeRfyjjgw5Irfbzc0330y3bt3YtWsXdrudt956i6qqqj+1DofDgc1mo2vXrj7bx4wZg8ViMR4hISE+IzRsNhuJiYnGAtxxcXHExcUBGMPKxo0bh8ViYejQoRQWFvLuu+8escOhZu2LefPmsXHjRm688Ua++uorIiIi6NOnDyUlJURF+Y6KOHjwIPHx8UD1MK+amseOHcuuXbt8XofFYvH5MEtEji9Nfp3OSf487du355VXXmHGjBns2bOHe+65h3POOYeYmBj+9re/sWDBAp555hn+/e9/c+GFF9K4cWO6dOlCt27duO+++1i6dCmLFi1i7NixjB49+oid2WVlZZx//vlceOGFDBs2jOLiYoqLi41pEJ1OZ52/K4cOHcp3333H4sWLcblcTJkyhUGDBh1xn/w+NcPBRSSwlEURc1AWRcxDeRTxjzoy5IiqqqpqLfb99NNP1zmNR0P6+eefadGiRa2Fw19++WWKioqMR25uLi+//PJRPWdlZSVXXHEFl112GfHx8dxwww1EREQYU48c7pxp06bRpk0bVq9ezQ033MCdd95J27ZtmTVrFueddx7BwcGUlJTUGiGxZ88ekpOTgerRFtOmTSM7O7vW44cffgAOv/C5iJif3V0Z6BJOOMnJycyfP59p06bRqVMnSktLmT17NgCXXnopd999N9OmTWP06NEUFhayYMECgoKCuOqqqxgxYgTDhg1j9OjRnHPOOTz33HNHvN4XX3xBRkYGr776KlFRUcbj0LlQP/3001rnJSYmMnXqVAYNGkTTpk3ZuHEjEydOPOI++X0OnYJRRAJHWRQxB2VRxDyURxH/aLFvOaJhw4bRpUsX4+fS0lJCQ0MZMWLEn1rHkiVL2Lt3L9999x2nnXaasT0kJMRn3YxD/78uy5Yt47XXXuO5555jzJgxVFVV8eyzz/Luu+8SHBzMq6++yplnnknLli0ZOXIkUP2t2v/+97/MmDGD7Oxs3nvvPf72t79x9tln069fPx555BG++eYbPvvsM5YuXQpUt9NvOzJWr17NwIEDgeqOjJiYGJo0aVKrxuLiYuMYETk+lQfXfy+SY+O3S30NGjTIWHjsUBaLhQcffJAHH3ywzueZPHkykydP9utaF154Ya1th/rtukeHuummmzjnnHPIyMigf//+Pr8v6tsn/ouNjQ10CSKCsihiFsqiiHkojyL+UUeGHNHYsWMB2LhxI1A91/hdd91Ft27dOPnkk4/6eUpLS8nKyjriMXXZsWMHy5Yt45prrmHIkCG89NJLXHbZZUd13bKyMpYuXcpbb70FwJ133skll1zCpZdeyurVq1m1apXPyId+/foxceJErrjiCgoKCrjxxhsZNWoUixcv5vLLL2f69Ol06dKF7777jpiYGJ5++mn27dvHVVddxcUXX8zpp58OUGtERn5+PuvWrfPrm7UWi+WojxURc3FENAp0CWJy6enppKen+71P/HM0a52ISMNTFkXMQVkUMQ/lUcQ/6siQenm9Xnbv3k1mZiZLly4lLy+PESNG4Ha7+fDDD2ncuDE2mw2r1UpVVRUFBQVkZWXhdrvxer3G9FNut5v58+czf/78I17z/PPPr7Xtvvvuo0uXLrz66qsMHz6cMWPGMGXKFIqLi1m+fDmtWrUiNjaWoKAgysrKKCoqorCwkGHDhpGfn8+IESO46qqryMzMpF27dgCce+655Ofn1/mL44EHHiA7O9uYH/2ll14iKCiIpk2bGsecdtppnHbaaXz++edce+21NG7cmDfeeIP8/HxKS0tZsmQJjRr974PM559/nqCgIM444wyjTcaMGcOYMWMO2xYaZihy/GpcsJ2spKNb/FlEGs5PP/1E3759A12GyAlPWRQxB2VRxDyURxH/qCND6vXdd9/Rr18/WrZsyWmnncYTTzxBr169OO+883j++ed5//332bt3LzabDYCHH36Yhx9+GJfLRXp6OuvWrQOgvLycq6++mlmzZtV7vdGjR7N3716fbW+99RZz587lyy+/BOC8887jl19+Yc6cOSxZsoRFixbxzjvv4HA4fM67+OKLGTZsGCkpKezZs6fWkL327dsD1VN/XHHFFeTn5xsdFRaLxWedjebNm9dZ70cffcSwYcM4/fTTmT9/PhEREbz55pvcfPPNWCwW3nzzTeNYr9fL6NGjiYmJAao7KV5++WUuv/zyWs+7fft2unbtqo4MEREREREREREROeFZvPVN7iwnPK/Xy5YtW4xRDDWysrLYsmWLMbqgIVVVVTF//vwjTiXl9XqpqqqiqqqKiooKQkJCiIiIOKprTJo0ib59+zJo0CC/avN4PPznP//h0ksvxWq1ApCXl8dXX33FKaecQosWLQ57rtPpJDQ09Jiug+F0OomJieHBpdsJjYw6Zs8rIv6LKCugJCwu0GX8Jd3TPTHQJchx5ODBgz4jJEUkMJRFEXNQFkXMQ3kU+d9nmQ6H44jrQ6ojQ+QvRB0ZIuYRXZKDMyIp0GX8JakjQ/yRlZVFampqoMsQOeEpiyLmoCyKmIfyKOJfR4b1T6pJRETkhBJdmhPoEkQEak1ZKSKBoSyKmIOyKGIeyqOIf9SRISIiIiIiIiIiIiIipqWODBERkQawL6FtoEsQEaBHjx6BLkFEUBZFzEJZFDEP5VHEP+rIEBERaQBJhbsDXYKIABkZGYEuQURQFkXMQlkUMQ/lUcQ/6sgQERFpAEHu8kCXICJAWVlZoEsQEZRFEbNQFkXMQ3kU8Y86MkRERBpARVBEoEsQESAqKirQJYgIyqKIWSiLIuahPIr4Rx0ZIiIiDaAgskmgSxARoGXLloEuQURQFkXMQlkUMQ/lUcQ/6sgQERFpAE0KtgW6BBEBNmzYEOgSRARlUcQslEUR81AeRfyjjgwRERERERERERERETEtdWSIiIg0gMIITS0lYgYtWrQIdAkigrIoYhbKooh5KI8i/lFHhoiISAOw4A10CSICeDyeQJcgIiiLImahLIqYh/Io4h97oAsQkWPvjq4JREdHB7oMkRPa8uXb6Nu9XaDLEDnh7dmzh+Tk5ECXIXLCUxZFzEFZFDEP5VHEPxqRISIiIiIiIiIiIiIipmXxer2a+0LkL8LpdBITE4PD4dCIDJEAq6ioICQkJNBliJzwlEURc1AWRcxBWRQxD+VRxL/PMjUiQ0REpAFs3bo10CWICMqiiFkoiyLmoCyKmIfyKOIfdWSIiIg0gOLi4kCXICIoiyJmoSyKmIOyKGIeyqOIf9SRISIi0gAiIiICXYKIoCyKmIWyKGIOyqKIeSiPIv7RGhkifyFaI0PEPCorKwkODg50GSInPGVRxByURRFzUBZFzEN5FNEaGSIiIgG3du3aQJcgIiiLImahLIqYg7IoYh7Ko4h/1JEhIiIiIiIiIiIiIiKmpY4MERGRBpCamhroEkQEZVHELJRFEXNQFkXMQ3kU8Y86MkRERBqAzWYLdAkigrIoYhbKoog5KIsi5qE8ivjHHugCROTYe3p9HqGRlYEuQ+SElpqzhaxs/ZoVc7ine2KgSwiYXbt20aRJk0CXIXLCUxZFzEFZFDEP5VHEPxqRISIiIiIiIiIiIiIipqWODBERkQawP651oEsQEaBLly6BLkFEUBZFzEJZFDEP5VHEP+rIEBERaQBxxfsDXYKIADt37gx0CSKCsihiFsqiiHkojyL+UUeGiIhIAwipKgl0CSICOJ3OQJcgIiiLImahLIqYh/Io4h91ZIiIiDSAKltIoEsQESA0NDTQJYgIyqKIWSiLIuahPIr4Rx0ZIiIiDeBgbFqgSxARoFOnToEuQURQFkXMQlkUMQ/lUcQ/6sgQERFpACl5mwNdgogAq1evDnQJIoKyKGIWyqKIeSiPIv5RR4aIiIiIiIiIiIiIiJiWOjJEREQagDM8MdAliAiQnJwc6BJEBGVRxCyURRHzUB5F/KOODBERkQbgsgUHugQRQYsoipiFsihiDsqiiHkojyL+UUeGiIhIA4gv2hfoEkQE2L59e6BLEBGURRGzUBZFzEN5FPGPOjJERERERERERERERMS01JEhIiLSAA7Etgx0CSICdO7cOdAliAjKoohZKIsi5qE8ivhHHRkiIiINILo0N9AliAiQlZUV6BJEBGVRxCyURRHzUB5F/KOODJE/gcfjCXQJIvInC6ssCnQJIgIUFhYGugQRQVkUMQtlUcQ8lEcR/5i6I+P111/n66+/rnPf7bffzueff+7X802ePJmnn376WJR21J555hlWrlxZa7vb7Wb06NGsWrXK7+ccN24cDz/88FEdW1lZyQsvvMDOnTvr3J+bm8uIESPYt6/uRWndbjcPPfQQBw8eNLaVlJTgdrv9rvtQGzduPOpjn376aWbOnOn3NQ4ePMiDDz5ISUmJ3+f+1qeffsrs2bN/17l33nkngwYNOuJxmzZt+l3PLyLm5LYGBboEEQGCg4MDXYKIoCyKmIWyKGIeyqOIf0zdkTFz5kwWLlxo/Lx27Vrj/z/66CN++eUX4+evvvoKj8eDx+MhMzOzzsfXX3/NI488QkZGRp37XS6X8Xz5+fmsX7/+sMfWPDIyMli/fj27d++u8zVMmTKFNWvWANXfyt+wYQMANpuNt99+m+zsbABKS0tZunTpUbWLx+Nhzpw5Ptu8Xi8lJSU+HQ5QfVN89tlnee211+p8LpfLxXvvvUdVVVWd+3Nzc/n+++9p06YN8+fPB6BTp07Y7XYsFkudj8Ndq8Zrr73GiBEjfNq7uLiYiooK48+wvLzc6ID4z3/+w6JFiwDIzMys97kPlZeXx5NPPsm//vWvIx5bWVnJQw895PN48sknjf3/+te/WLFixVFf+1Dt2rVj4cKF7Nixw9jm9XqprKykoqICgC1btjBgwADWr1//u64hIuaTHZ8e6BJEasnLy6Nly5bGFxxmzZpV5+/yWbNmAfDhhx/SqlUr7HY7ffv2JSMjw3iu+vaNHTvW5/nS09OP6nr1+eabb+jQoQOJiYm1vphS375u3br531AicswpiyLmoCyKmIfyKOIfe6ALqE9wcDBBQdXfaP3iiy8YNmwYmZmZpKWlYbfbjX1LlizhnHPO4ZtvvqFv37506NCh3uft2LFjndsPHjxIUlISUN0xcsUVV/jU4PV6cTqdREREYLfbjW0VFRX84x//4Lnnnqv3Nbz66qvcf//9bN26lejoaGw2m7Fv3rx5/OMf/yAjI4PWrVsDcO+99/Lkk08ax/xWaGioz88ul4tu3bqxatUqXC4X27dvJzQ0lDFjxhAeHs62bduIiYnh448/Jjc3F7vdTllZGQBvvPEGMTExuN1uwsLCuPnmmwFISkriyy+/ZN68eXTv3h2o7lAKDg7GZrOxZ88eHnnkEb7++muuuuoqhg8fXu+NeN26dUycOJGlS5cabQgQGxtba5RHixYt2LlzJ+Hh4SQlJbF371569OjB2LFjfToniouL65xX0GKxMHjwYNatW1dnB4jNZqNNmzYAWK1WHn74Ye666y7i4uLYtWsXH3/8MXfddRfff/893377LcuWLeOll14yzu/Vqxc//vijz3M2adKEAwcO1PnaW7VqVWvbzTffzPTp02nbti0vvfQSw4cPZ+PGjYSHh9f5HCJy/EjNzSArqe7fNyKBkJubywUXXOAzSvOyyy7jwgsvNH4uLi6me/fu9OvXj23btjFmzBhefvll+vfvz9ixY7nuuutYtmxZvfsAVq9ezaeffsqpp54KVP/OPdL16pOTk8PQoUMZP348o0aNYuTIkXTv3p2BAwfWuw9gxYoV9O3b9xi0oIj8EcqiiDkoiyLmoTyK+Md0HRmVlZXs3r2bkJAQqqqqKCkpYceOHZx88sl06tSJiRMn8vbbb2OxWIxznn/+ec4++2zjH8EWi4XXX3+d0aNHA9UjO7xeL1dccUWtD/+huiNk4MCBPvsuvfRSLr30Up/jCgsLiYuLY+7cuZx//vmHfQ0lJSXs37+f4OBgPB4PDoeDrVu3cskllzBp0iSefPJJHn30UeM1eL1epk+fzujRo41ODIDIyEj69+9vjEbYvn07+/fvNz4UANi5cyfr1q0zPhSo6QzIzc2lXbt2PnWNGzeOBx98EIfDwfbt27HZbMbxK1asICQkhMrKSiIjI7n55pvJzc2le/fuXHDBBdx55520bNnSaN/ly5fzzjvv8N1333HLLbfwyiuvEBYWdtg2qXmdt9xyC4899hht27b12ZeZmYndbic4ONgYrVAjIiICr9dLSkoKc+bMYcyYMVx++eV06dIFgG+//Zbzzjuv3mt//PHHtbY1atTI6HSo+YDlxhtvJC0tje+++47PPvsMt9vNbbfdRv/+/VmyZAkABQUFtG7dmgcffLDWc4aFhfGvf/2Lm266yWf7rl27iI+PJyoqCqgeVVNRUeEzjHDEiBF88MEHPPHEE0yaNKne1yMiIuKvkSNHMnLkSJ9O+ODgYJ/fRS+++CJ///vfadWqFZ988gmPP/44l1xyCVD9O/Lcc88FICMj47D7XC4XGzdupF+/fkRGRvrUUN/16jNnzhyaNm3K/fffj8Vi4YEHHmDmzJkMHDiw3n0iIiIiIiLy12C6jow9e/bQqVMnQkJCKCsrY9WqVbz44ot88skn3H777YwZM8ZnyoAffviBBQsW8M033wBQXl5OeHi4MYph7969TJgwgRYtWjBs2LBa17PZbISEhJCSkkJ5ebnxQfMf8eOPPzJkyBCCg4MpKSnh//7v/7j33nvZtGkTN954I88++6zPh+Bz585l/fr1zJs3z+d5IiMjjQ/YARYsWMC8efN8pjj6/vvv+b//+z+jI6Pm+EaNGrF//37y8/Pp0KEDBw8e5Oeff6ZHjx5ER0cb59d0zsyYMYPU1FSf6ycmJvLmm2/y5JNPMm7cOD788EMA+vXrx08//WQcd8stt3DLLbf4nPvJJ58wZMgQn23ff/89+fn5XHPNNcY2l8tFRUUFLVq0OOzIk6ioKGMKpuHDh3P66af7dDrVfCCyePFiBgwYUOdz/NZDDz3E66+/bvzs9XprHeP1ernvvvuoqqqirKyMKVOmMGHCBO6991769evH4MGDa50TGhpKaGhorQ9uevbsydSpU42RLofzr3/9iy5dujBx4kTNlShynCsKSwh0CSI+ZsyYQatWrRg3blyd+8vLy3n22WdZvnw5QK0vbWzevNmYIqq+fRs2bMDr9dKtWzf27t1L//79mTFjBs2bN6/3evVZv349Z5xxhvElkD59+nDvvfcecR9Uj5YUkcBTFkXMQVkUMQ/lUcQ/puvIaN26tfGh9VlnncVpp53GQw89BEBFRQXJyck0atTIOL59+/ZMnz7dGI0RGhpKcXExUL3uxMUXX0xhYSGFhYU+59WYPXs2V1xxRZ1TE/1eZ555JuXl5QCkp6czceJEY3TI9ddfz3nnnefzoX2/fv2MDxcO5fF4sFqtlJeXU15ejtvtJiQkhIqKCmw2G1VVVQQFBREdHY3L5aKyspKgoCCCgoKwWq0sXryYm2++mW3btvHRRx8xefJkMjMz+fHHH/nnP/8J/G8Ex6BBg4yapkyZwllnnQXAGWecwRlnnEF5eTm7d++mefPmLFmyhIULF3L99dezadMmVq5cybXXXktmZiZlZWW0aNGi1mgQgPfee4+RI0f6jKb5+uuv6+wQqMsrr7zi83NZWRmhoaEEBQXRqVMnIiIijup5AGNqrBo177maD2EAEhISuO6667jqqqtITEzk1FNPZfXq1SxcuPCwa1lYrVaf11cjLCyMsrIyn/eZx+PBZrORkpJibEtJSaFLly58+eWX9Y76ObTumtoBnE7nEc8RkT9Hpb3+UWoif7YjjXr497//zcknn0xaWlqtfZWVlUyZMoXbb7/9iPsyMjLo1KkTzz//PImJidx6663ccMMNfPbZZ0d9vd9yOp0+U4NGR0ezd+/eI+4Dan25QEQCQ1kUMQdlUcQ8lEcR/5iuI+NwDh48SHFxMW3atCErKwuXy0VhYSElJSUMHTqUzMxM2rZti9VavX55Xl4ew4cP54cffqBnz568//77NGvWDIBffvmF/v37M3ToUK644oo/7TXs3buXyspKkpKSjA+0c3Nz8Xq9nHnmmWzevNmnA6Cqqgq73c4TTzzBww8/bGwPDQ3l/fffZ/jw4ca2mimZXnrpJf75z3/i8Xi44IILWLZsGQcPHuS///0v48aNMzo81q9fT1lZGQ6HgyZNmvDRRx+RkpJCenq6z7ROUP2B+5133sm3337LunXr8Hg83H333UyePJnk5GSefPJJbr31VpKSkvjuu+8IDg42pqE61IYNG7jnnnt8tg0cOJDs7GyfqSZ69uzJrbfeytVXXw3AY489xtatW3njjTcAjEWya0ZlnHrqqXz//fcEBwf7LCBen9tvv52xY8caP4eFhRmjMtLS0nj77bc57bTTfM4ZM2YMEydOpF+/fnWO4IDqabdq3oOHstls3Hnnndx5550+24cMGcInn3zis+3UU09lw4YNR9WRMXnyZJ/3Ro2U3EzCyiLYl9CWpMLdBLnLqQiKoCCyCU0KtgFQGNEEC15iSqqn18qOb0OCM4tgVxmV9jByo1NJzv8FAEdEI7wWK7HF+wHYH9eauOL9hFSVUGUL4WBsGil5mwFwhifisgUTX7QPgAOxLYkuzSWssgi3NYjs+HRSc6sXhC0KS6DSHkZCUXUeDsamEVmWT3iFE4/Fzr7EtqTkZGDBS0loHGXBkSQ69wCQG9OcsAonEeWFeLGyN6k9ybmbsXrdlIbEUBIaS5JjFwB50amEVJUSWZYPQFZSR5rm/YLNU0VZcDTO8AQaF1Yvxp4flUKQq4KoslwA9ia2p3HBDuzuCsqDIimMbGy0YUFkU6weFzGlOQDV7e3YTZCrnAp7OPnRyTTN3/prezcGINZo73TinfsIcZVSZQ8lJ6Y5yXlbqts7PAmP1U5ccbbR3rHFBwitKsZlC+FAXEtScjN/bcNEquwhxBftPaS98wirdFa3d0IbUnN+BqA4LJ6KoHASnNXtnRPTgojyQsIrHHgsNvYltiMlJxMLHkpCYykLiSbRsbu6vaObEVZZTER5AV4s7E3qQHLuFqxeF6Uh0RSHxdOocGd1e0elEuwqI6osr7q9EzvQNH/rr+0dhTM88ZD2TsburiS69Nf2TmhHo8KdBLkrar9nI5tg8XqIKTlY3d7xbUg85D2bF51KU+M92xgvFmJL6nrPhpIT+7/2doYn4T6kvQ/EtSKm5CChlcW4bMHsj2tFqtHeCVTaQ0n4tb0PxqYRVZZPWIUTt9VOdkJbUnMyAC9Brgqy49ON92xOTHPCy51EVBTitVjZm9ielNxMLF4PJSGxlIZGk3RIe4dWFhNZXgBYyErqQNO8Ldg8LspCoinyae8Ugl3lh7R3e5oUbMfurqQ8OBJHRCMaF2w33rM2j4voQ9+zukecEPeI5cura+rUqRNQvd5Vfn4+PXr0MEZEPPvss9x3333GzzUjOvPy8njhhReIjIw0jk9KSiI+Pp7Nmzfz/PPPExYWxllnncXy5ctp06YNP/74I6tXr+bgwYOMHz+eM888k0WLFhEREUF6ejrFxcVMnTqV6667Dq/Xy7p166isrCQ2NpbU1FQ2btwIVHe+lJeX43A4yM7OxuVysWnTJkpKSigtLTX+LpOdnc3+/ftxu93s2rWLkpISKisr2bJlC1lZWTRr1oz09HTWrVsHQLNmzbBarezaVf0e6NKlCzt27KCoqIiwsDA6dOjAmjVrgOovGQQHB7NjR/V74KSTTmLPnj0UFhYSEhJCly5dWLlyJVD9rbqIiAi2batu744dOxojZIOCgnzau1GjRsTExPDLL9U5at++Pbm5ueTm5mK1WunduzcrV67E4/GQmJhIYmKiseZXmzZtcDgcHDxYfT/s27cva9asoaqqivj4eJo0acLPP1ff+1u3bm1MewrQu3dvNmzYQEVFBbGxsTRr1swYaduyZUsqKyuNjqAePXqQkZFBWVkZUVFRtGzZkg0bNgDVa5l5PB727KnOXLdu3di6dSvFxcVERETQtm1b1q5dC0Bqaio2m82nvXfu3InT6SQ0NJROnTqxevVqAJKTkwkNDWX79ur7VufOncnKyqKwsJDg4GC6detmjE5u0qQJkZGRbN261XjPHjhwgPz8fOx2Oz179mTFihV4vV6SkpKIi4tjy5bqHLVr1478/HxycnKM9l61ahVut5uEhAQaNWpkLGDfpk0bnE6nMSXpoe0dFxdHcnIymzZtMtq7tLSU7OzqfPbq1YuNGzdSXl5OTEwMzZs3N9o7LS0Nl8tl/LugR48eZGZmUlpaSmRkJK1btza+PFMzomn37urfE127dmXbtm0UFxcTHh5O+/btjfdsamoqdrvdWA/npJNOYvfu3TgcDkJDQ+ncuTOrVq0CoGnTpsZaejX3iH379lFQUFDrPdu4cWOio6ON9+yh9wibzUavXr2M9+yh9wiAtm3bsn79eiIiIrBYLPTp04fVq1fjcrmIj4+ncePGRnvX3CNq3rN9+vQ54j1i377q3yk9e/Zk06ZNlJeXEx0dTVpams971u12G+3dvXt3tmzZQklJCZGRkbpH6B5xwtwjysrK6NChg+nuEQUFBeTk5OgeoXvECXWPKC4upm/fvqa6R5j17xG6R/x17xG5udX/tj4aFu/hPpE1gZoRGYMGDWLevHlMmzat3uOLioqIjIzE7XZz2mmnsXfvXj744ANmzpzJ3LlzmTRpEp07d2bkyJEMHjyY1157rc4PnX/55RfKyspqTe1TVFREnz59eOmll2pNYeTxePB6vcYHBDVqRmSkp6czbdo03nvvvcPWn5CQ4POH9+ijj7Jq1SreffddbDab8Y/wr7/+GovFgtfrpWfPnmzYsIH169fTvn17rFYrdrudzMzMOhc9/9vf/sbkyZOND+Nrppbas2cPqamppKam8uqrrxqjJHJzc7nqqqvYtGkTn376KXa7neHDh3PKKafw+uuvM2nSJGbOnMm6deuIi4vjscceY968eXWOWOjUqRPz58+vc7H17OxsIiIiiI6Opn379kyYMIHrrrsOgBdeeIF58+YZ04f9Vs0aJ/7q2bOncfN1OBx89tlnXHzxxbRu3droyCgpKeHTTz9l+vTpFBUVMXXqVBYsWMDs2bO56qqr+Pvf/06/fv2M0R3p6elMmDDBGPFSIzExkSlTphgjc6D6PVNVVUVISIjPsS+88AIZGRlMnz79iK+hrhEZzZo148Gl2wmN/OPTpInI75ea87MW+xbTuKd7ovH/FouFHTt2+IyE2Lp1K3369OHAgQO1pnr86quvuOiii/jxxx9r/Q6vb18Nh8NBbGwsmZmZxhc26rteXW688UYSExN55JFHgOqpMVNSUigpKal3H8Dy5cu1iKKICSiLIuagLIqYh/IoUv1ZZkxMDA6Hw2c5hLqYckSGx+Nh+fLlZGVl8cwzz/DVV18xb948nnjiCex2O1arlQ4dOjBu3Dj++c9/4vV6qaqqMjoebDYb//73vwkJCSE5OZkePXqQnp5urONw1lln8eKLL9bZiQHV39b/9NNPD1vfjTfeWOf2Fi1aGD2WVVVVLF26FIfDwR133EHv3r1ZsGAB//73v7Hb7VgsFsLCwvjggw8499xz8Xg8tUYT1PRg2u12fvrpJ/bu3UtqaiqXXXYZ06ZNo6ioyOgZ/Pe//80TTzxhnNuqVSt2795NZGQk559/Pn369OHOO+/E7XYbPcidO3fG4/EYbWK32zlw4IDxwfj+/fvp2rUrqampLF++nMaNGzNhwgT69u3LK6+8wuLFi5k2bRoLFy7E6/XSuXNnMjMzefzxx+tsH6vVakxl9Vvdu3fnxhtvNNYO2b9/P5s2bcJqtZKWlmb0rNbl5JNPZteuXYSGhtb6M73oootITk7m+eefN7Z5vV5cLpfPqIqcnBxGjRplLPA+YcIEWrduzbZt28jNzeXuu+/mmmuuwWazccYZZzB69Ggeeugh7r77bpYtW2Z0ZJSUlNTqmDgcq9Va57Fut9tn2qv6hISEHPX1ROTPdTA2LdAliBy1efPmcf7559fqVNi+fTuXX345L730Uq2OisPtu+OOOzj55JONhcBXrlyJ1Wo1RsbWd73D6d27N++8847x87p164ypGevbB9T5xQ4R+fMpiyLmoCyKmIfyKOKfuj/JD6Cff/6ZpKQk7rrrLiorK7n11ltZsmQJCQkJ2Gy2OtcgsFgs2Gw245t3UN2pUFBQwIsvvshZZ53F3XffzdChQ7n22mtZsWIFiYmJXHDBBTzyyCMsWLCA5cuXG8Ng5s+fT3l5OV6v1+dRUFAAwMcff1xrn9vtNj5s//rrr0lKSmLq1Kl4PB6eeuopPv74Y2w2GzabDYvFUus1WK1WrFYrpaWlxra8vDxiY2MBeOedd7DZbAQHB3PgwAFuvPFGZsyYQUhICAkJCbz88svk5OQY5wYHB5OcnExcXBwul4tGjRqRnJxMcnIyffv25aeffmLw4ME4HA4AduzYwQsvvMDatWuN0Q1NmjTh5Zdf5ptvviE4OBiLxcLUqVOZNWsWF1xwAa+88grZ2dl0796d+Ph4Hn30UTZv3sxdd91V559t06ZNjeFavxUWFuazgPdjjz1Gz549ufrqq+nWrRs5OTnGcL/fCg0NpXnz5jRq1MgYDlXzCAoKIiQkxGdbUlISTZs2JTk52XgOu91u/NkADB48mIsuuoiPPvqInj178o9//MPogLJYLPTu3ZshQ4awbNky40MYj8dDXl4e8fHxvPjii8axFouFvLw8xowZ47Pt3HPPrfP1ZGdn07Rp0zr3icjxo2aaIpHjweeff15rdGNZWRnnn38+F154IcOGDaO4uJji4mK8Xm+9+7p168Z9993H0qVLWbRoEWPHjmX06NGEh4fXez2o/jZOVVVVre1Dhw7lu+++Y/HixbhcLqZMmcKgQYOOuA8whvGLSGApiyLmoCyKmIfyKOIf03VkdOzYkR9++IFvv/2WVq1aYbPZePPNNwkLCzMWsbZYLGzevJkbb7zR+FDYbrczZMgQXnrpJXr27El0dDRdunThzTffZMCAAWRkZPCf//yH6dOns3PnTl555RViYmKYMWMGF110ESeffDLvvvsuUP2hur/fcrdarYSFVS/sOnDgQFavXs1///tf4uLisNlsTJo0ibCwMGNEicVioaKigsGDBxuvISgoiJtuusl4zpycHFq1akVJSQmvvPIK55xzDlarlVdeeYXk5GReffVVrrzyStLS0ujVqxe33XabT00RERHY7XZWrlzJ/fffj9VqpX///kRGRtKpUyc+/vhj49uSp5xyCu+88w6dO3cmJibGeI7hw4cTGhpKly5d+Ne//gVAeXk5y5cvJy4uzminDz74gLvvvpu4uLjDtlHPnj0POz1UTSdPjeeff57y8nJWrFhBSkoKJ510EvPnz/fnj+QPOfPMM/n73/9Oo0aNCA8P595776WoqMh4dO/enZCQEJ9vku7fv5+qqiqSk5MJDg4mNTWV7OzsOh8XXXTRYd9jS5YsoVevXn/WSxWRBhJe4Qx0CSJHpaysjOXLl3PKKaf4bP/iiy/IyMjg1VdfJSoqynjs2rWr3n1XXXUVI0aMYNiwYYwePZpzzjmH55577ojXg+r5Y+saFZuYmMjUqVMZNGgQTZs2ZePGjUycOPGI+wDy89WpKGIGyqKIOSiLIuahPIr4x5RTS7Vt29bn5xEjRtC/f3+CgoKMD7vPPPNMxowZw5VXXglUT8djsVjYvXs3LVq04Pbbb6eystIYgXH//fcf9nrbtm1j3bp1tRZ3/r1sNhutW7f22XbbbbcxevRo45v/Na9zxowZxjcSXS6Xz7oc27Zt4+qrr+ahhx4iMjKSQYMG8f7779O+fXuKiopIS0tjyJAhrF27lscff5xTTjmFtLQ0HnvsMSwWi7GAS3x8PPPmzeO0004zpo16/vnn2bdvHzfddBPTpk3j0UcfZdCgQfTq1ctYm6JGzZRVt956KwCvvPIKJSUl/Pvf/2bIkCGcddZZ3HHHHQwbNoz4+PjDtsuIESO4+OKLmTRpEna7f2+94cOH8+KLLzJhwoSjnobij8rPz2fz5s3GSJjIyEhjX80ImkOtXr0ai8VC+/btycjIwGaz0aRJkzqfOzQ0tNaoHKieM3zbtm211mARkeOPx2LKX7Ei/HZ5tLCwMJ/1lmpceOGFtY6tkZaWdth9AJMnT2by5Ml17jvc9QBjis663HTTTZxzzjlkZGTQv39/n/lT69vn7985RKRhKIsi5qAsipiH8ijin+MiMbGxscYUS4eKiooiNTXVZ1vz5s2NDolPPvkEqP0P9hpLlizhzDPPpFWrVrRq1erYFv0bSUlJJCUl+Wxzu93ExcXVeg1Q/SH6li1bKCsr45lnnmH69OnGGhqvv/46c+bM4ZNPPjGmX+jTpw+TJk1i4sSJdO3alUsvvZTIyEi+/vpr3G43AwYMMP5Rv3HjRv7v//6PiRMnGjWlpaUxefJkrr/+ejZs2MDjjz9ufHB/0UUXcfrppxMWFsbixYu59957mTJlCmlpaYwYMYKJEyfyxhtv0L1793rboGfPnrRr145p06YxYcKEeo/du3cvH3/8MZs3b2bgwIHcdtttPPvsszz77LNMmDCBadOmMWrUKBo3bnwUrX/0du3aRVlZGRMmTOCnn35i/PjxxjoiR7Jw4UJOOukkoqKObpHtujoyxo0bx913361fZiJ/AfsS2x75IBHxS3p6Ounp6X7t69mzZ0OXJSJHQVkUMQdlUcQ8lEcR/5huaqlD1TVHcg2Xy3XYhaP9UdeHycfS730N8+fPp1GjRlx++eVMnDjRZ5TEsGHDePjhhxkyZIhPJ819993HjBkzjAWrAaZNm8bAgQONTox169YxaNAgOnXqxJ133ml8SO/1ern11lu56aabWLRokc/IkA4dOpCQkMAtt9zCueeey/jx47n11lsZOnQoH374IS+++CJXXnkljz76KEuXLuXAgQOH/fD/+eef58knn+SHH34AYPPmzTz++OPk5+czc+ZMTjrpJLZu3cpDDz3ElVdeyfz586moqCA+Pp7777+fBx54gLlz5/LYY4/x1FNPHan5ay2gXheHw8G9996L2+2mV69enHPOOYwbN47du3czadIkPB4Pjz76KKGhocZjzZo1Pq/R4XDw5ptvMnjwYKC6k2rXrl0+a2Ic+pgzZ06tb6M+88wzZGVlGSNfROT4lpKTEegSRARYsWJFoEsQEZRFEbNQFkXMQ3kU8Y8pv/a9YMEC5s6dy7JlyxgxYkSdxxxNR0bN/sN9u93r9eLxeHC73T7rMxzp+Y6mA+XVV1/lww8/ZPfu3SQkJNR57ZpFwuvy1ltvcdFFF2G323nooYeA/73mhIQEHnjgAWPboR/WX3/99cb/v/HGG3z66ad8/vnnxrbIyEgiIyOZO3cuNpuNyspKAOO/06dPZ/v27QQHB1NUVMRll13GihUryMnJ4ZxzzmHhwoU+U3ANGjSIjRs38vzzz/Pqq68anQuvvPIK//jHP2q9rvT0dGbNmsVVV11FRkYGbrebiRMn0rlzZ04++WR69OhBhw4daNeuXa1pme644w5++uknRo0aBcBll112mNavnmLi/fffZ//+/UecMiwmJoaePXty0003ceqpp9Z6L1RUVDBx4kTjzwGgV69elJeXGz/v27ePtm3bcu211xrnNG/enE2bNtV5zeuuu47CwkLj5y1btjB16lS+//77P23qLBFpWBYOP+2OiPx56psCS0T+PMqiiDkoiyLmoTyK+MeUHRnx8fEsWbKE6667jmuuuabOY377AX5daj5oPtxxS5YsYeDAgTgcjnrXdvjt8x36AfbhBAUFsX79eu6++26GDBlSa3/NSI3D1fbxxx+Tm5tb5/MeqqKi4rDzTLdu3ZpRo0YxaNAgY1t6ejrr1q0zFiavqaOmI8NisRjre0RFRXHppZdy3nnnMXjwYNLS0uq8Tnx8PA8++CD3338/P//8M2vXrjXWLqnLeeedx8knn4zdbqd9+/bk5OTU2dnzWxaLhTfeeINu3bpRWlpKjx49DnvsyJEjadasGa1bt+bCCy884nPXN9XVzJkza62HsWrVKp+fO3TowPLly42fr7nmGi677DKfdTUONXfuXJ+f27Zty4YNG47qfSgix4eS0LhAlyAiUGtqTxEJDGVRxByURRHzUB5F/GPxmrD7z+v1HpMpn6qqqigpKalzfY2G5vF4an34LdLQnE4nMTExPLh0O6GRR7dWh4g0jNCKIspDlEMxh3u6Jwa6hIApKCggLk4diyKBpiyKmIOyKGIeyqPI/z7LdDgcxtIIh2PKT9qP1boVQUFBAenEANSJISJygkt07gl0CSJC9fSNIhJ4yqKIOSiLIuahPIr4R5+2i4iIiIiIiIiIiIiIaakjQ0REpAHkxjQPdAkiArRr1y7QJYgIyqKIWSiLIuahPIr4Rx0ZIiIiDSCswhnoEkQEyM/PD3QJIoKyKGIWyqKIeSiPIv5RR4aIiEgDiCgvDHQJIgLk5OQEugQRQVkUMQtlUcQ8lEcR/6gjQ0REpAF49StWxBSsVmVRxAyURRFzUBZFzEN5FPGPxev1egNdhIgcG06nk5iYGB5cup3QyKhAlyMiIiZxT/fEQJcgIiIiIiIi4qPms0yHw0F0dHS9x6rrT0REpAEk524OdAkiAqxatSrQJYgIyqKIWSiLIuahPIr4Rx0ZIiIiDcDqdQe6BBEB3G5lUcQMlEURc1AWRcxDeRTxjzoyREREGkBpSEygSxARICEhIdAliAjKoohZKIsi5qE8ivhHHRkiIiINoCQ0NtAliAjQqFGjQJcgIiiLImahLIqYh/Io4h97oAsQkWPvjq4JR1wgR0Qa1vLl2+jbvW+gyxA54WVkZNC3r7IoEmjKoog5KIsi5qE8ivhHIzJERERERERERERERMS01JEhIiLSANq0aRPoEkQEZVHELJRFEXNQFkXMQ3kU8Y86MkRERBqA0+kMdAkigrIoYhbKoog5KIsi5qE8ivhHHRkiIiIN4MCBA4EuQURQFkXMQlkUMQdlUcQ8lEcR/6gjQ0RERERERERERERETMvi9Xq9gS5CRI4Np9NJTEwMDoeD6OjoQJcjIiIiIiIiIiIiUid/PsvUiAwREZEGsGbNmkCXICIoiyJmoSyKmIOyKGIeyqOIf9SRISIi0gCqqqoCXYKIoCyKmIWyKGIOyqKIeSiPIv5RR4aIiEgDiIuLC3QJIoKyKGIWyqKIOSiLIuahPIr4Rx0ZIiIiDSA5OTnQJYgIyqKIWSiLIuagLIqYh/Io4h91ZIiIiDSATZs2BboEEUFZFDELZVHEHJRFEfNQHkX8Yw90ASJy7D29Po/QyMpAlyFyQkt1VLB4bW6gyxA54SmLIuagLJrHPd0TA12CiIiIiN80IkNERKQB5EelBLoEEUFZFDELZVHEHFq3bh3oEkTkV8qjiH/UkSEiItIAglwVgS5BRFAWRcxCWRQxh9LS0kCXICK/Uh5F/KOODBERkQYQVabpM0TMQFkUMQdlUcQcsrOzA12CiPxKeRTxjzoyRERERERERERERETEtNSRISIi0gD2JrYPdAkigrIoYhbKoog59OrVK9AliMivlEcR/6gjQ0REpAE0LtgR6BJEBGVRxCyURRFz2LhxY6BLEJFfKY8i/lFHhoiISAOwu7WoqYgZKIsi5qAsiphDeXl5oEsQkV8pjyL+UUeGiIhIAygPigx0CSKCsihiFsqiiDnExMQEugQR+ZXyKOIfdWSIiIg0gMLIxoEuQURQFkXMQlkUMYfmzZsHugQR+ZXyKOIfdWSIiIg0gCYF2wJdgoigLIqYhbIoYg4//fRToEsQkV8pjyL+UUeGiIiIiIiIiIiIiIiYljoyREREGkBBZNNAlyAiKIsiZqEsiphDWlpaoEsQkV8pjyL+UUeGiIhIA7B6XIEuQURQFkXMQlkUMQeXS1kUMQvlUcQ/6sgQMQGPxxPoEkTkGIspzQl0CSKCsihiFsqiiDlkZWUFugQR+ZXyKOIfdWTICenxxx9n0qRJfp/3yy+/sGXLFuPnoqIiiouLqaysxOVy+TzcbvdRPee7775LamoqJSUlftcjIiIiIiLye+Xl5fH999+Tm5vboOf8kfNEREREQB0ZchwpLy8/6pELLpeLsrKyOvf9/PPPPPLII7Rt29bvGiZNmsSDDz5o/Dx48GCioqIICQkhKCjI55GSknJUz9mtWzeys7N59913jW1er7fe1yAi5rcvwf97jIgce8qiiDkoi+Yzd+5c0tPTufnmm2nevDlz586tdcy5557LrFmz/Drnnnvu4YILLvD7WnVdrz7ffPMNHTp0IDExkaeffvqo953oevToEegSRORXyqOIf9SRIceN9u3bY7PZsFgsR3wEBQUxePDgWs9RVFTEpZdeSnl5OaNGjap1Xs+ePamqqjpsDSEhIYSEhBg/z5s3j927d3PgwAFycnL4/vvviY+PZ8CAAXz++ee1zh85cmSta7Zp0waA0aNHG9usVitBQUH07t37GLSciARCkmN3oEsQEZRFEbNQFs2lsLCQsWPH8u2337J27VpeeeUV7r77bp9j5syZwxdffOHXORs3buTFF19k2rRpfp1X1/Xqk5OTw9ChQxk1ahQ//PADc+bMYfHixUfcJ5CZmRnoEkTkV8qjiH/sgS5A5Gj9+OOPBAcHExwcDEBJSQlNmjTh+++/56STTvI5tqqqqtaiScXFxQwfPpyYmBgKCwt9OiQ++OADrr76at58802CgoKOuqbk5GTj/zdv3szFF1/MJZdcwvTp07HZbLWODwsL4/zzz+edd97x2X7gwAGsVitJSUlA9YiMyspKrZ0hchwLcpUHugQRQVkUMQtl0VyKioqYNm0anTt3BqBr164UFBQY+/Pz8xk/fjzt2rU76nO8Xi833HAD48aNo3Xr1kd93uGuV585c+bQtGlT7r//fiwWCw888AAzZ85k4MCB9e4TKC0tDXQJIvIr5VHEP+rIkONGkyZNfH7Ozs4GoHXr1kRGRtZ77ubNm42RGF9//TU2m83o6KioqOCee+7hrrvuIi0tjeLiYgDCw8OxWq3GMYd2cHg8Htxut7FtzZo1DB48mGuuuYbJkycfto7Q0FCCgoJq1TtixAiioqKYP3/+0TSFiBwHKuzhgS5BRFAWRcxCWTSXZs2acfnllwPVXwKbMmUKf//7343948ePZ/jw4T5T3R7pnFdffZV169Zx3XXX8cknnzBo0CCCgoKOeN7hrlef9evXc8YZZ2CxWADo06cP99577xH3CUf8t7OI/HmURxH/qCNDjlv79u3DbreTmJhY73FFRUWcd955JCcn89NPP9GsWbM6j3v00Ud59NFHjZ83bdpEx44dgerOkr179xp/GX7zzTe5/PLLeeONN5gxYwZ33XUXN9xwA+PHj/dZvM5msxEXF2f8bLVajec4VFhYGB6Ph6ysLGNbzaiMQ7/NJCLHj/zo5CMfJCINTlkUMQdl0ZzWr1/PwIEDCQ4ONqY4Wbx4MQsXLmTjxo3ceuutR3VOcXExEydOpE2bNmRlZTF79mwee+wxFi9eTGho6GHPO5rr1cXpdBr/VgOIjo5m7969R9wn6N+XIiaiPIr4R2tkyHElPz+fsrIyysvL2b17N40bN6ayspLy8nLjUVFR4XNOVFQUX3zxhTES4+OPP6agoICCggI+++wzAOPngoICNm3aBOAz9dSqVavIzc3liiuuYOTIkeTk5PDcc88xatQobrnlFkpLS3nmmWdISkryeZx66qk+tdSsf/FbNpuNBQsW0KxZM+PRvHlzunbtWm97VFRU4HQ6fR4iYg5N87cGugQRQVkUMQtl0Zy6dOnCwoUL6dSpE2PGjKG8vJwbbriBl156iejo6KM6B2DBggWUlJSwaNEi7r//fr788ksKCwt566236j3vaK5XF7vd7vPvtdDQUGOKlvr2SXWHkoiYg/Io4h+NyJDjRnl5OQkJCbW2h4WF+fzcunVrtm71/YdSeno6UD0llM1mw26vfuvXrGNR8/Oh/3/oGhc101oFBwdjtVqNUSAPPPAAjzzyCNdffz2dO3fm7rvvplWrVqxYsYIPPviAr7/+utZrqGvtDICrr76aWbNmGT97vd5anTK/NXnyZB5++OFa21NyMwkri2BfQluSCncT5C6nIiiCgsgmNCnYBkBhRBMseIkpOQBAdnwbEpxZBLvKqLSHkRudSnL+LwA4IhrhtViJLd4PwP641sQV7yekqoQqWwgHY9NIydsMgDM8EZctmPiifQAciG1JdGkuYZVFuK1BZMenk5qbAUBRWAKV9jASiqpHohyMTSOyLJ/wCicei519iW1JycnAgpeS0DjKgiNJdO4BIDemOWEVTiLKC/FiZW9Se5JzN2P1uikNiaEkNJYkxy4A8qJTCakqJbIsH4CspI40zfsFm6eKsuBonOEJNC7cAUB+VApBrgqiyqpH1uxNbE/jgh3Y3RWUB0VSGNnYaMOCyKZYPS5iSnMAqtvbsZsgVzkV9nDyo5ONf7QXRjQGINZo73TinfsIcZVSZQ8lJ6Y5yXlbqts7PAmP1U5ccbbR3rHFBwitKsZlC+FAXEtScjN/bcNEquwhxBftPaS98wirdFa3d0IbUnN+BqA4LJ6KoHASnNXtnRPTgojyQsIrHHgsNvYltiMlJxMLHkpCYykLiSbx14U5c6ObEVZZTER5AV4s7E3qQHLuFqxeF6Uh0RSHxdOocGd1e0elEuwqI6osr7q9EzvQNH/rr+0dhTM88ZD2TsburiS69Nf2TmhHo8KdBLkrar9nI5tg8XqIKTlY3d7xbUg85D2bF51KU+M92xgvFmJL6nrPhpIT+7/2doYn4T6kvQ/EtSKm5CChlcW4bMHsj2tFqtHeCVTaQ0n4tb0PxqYRVZZPWIUTt9VOdkJbUnMyAC9BrgpCK4qM92xOTHPCy51EVBTitVjZm9ielNxMLF4PJSGxlIZGGwuh5kY3I7SymMjyAsBCVlIHmuZtweZxURYSTZFPe6cQ7Co/pL3b06RgO3Z3JeXBkTgiGtG4YLvxnrV5XEQf+p7VPUL3iL/4PSKsophGBTtMd48oDo2j/JD3rO4Rukf81e8RQa5yUnN+Nt09wqx/j2jQe0RRCD//XP3n2rp1a+Lj47ntttu48MILueOOO0hPTycxMZHNmzfjcrnYtm0by5cvp2XLllRWVhqjG1599VXS09P56quvWLNmDb179+aXX6rbsEWLFrRp04Zly5bRtWtXunXrxtatW6msrOTee+/lnHPO4auvvmLOnDl06tSJnj17snz5cnJycqisrCQjIwOn00loaCidOnVi9erVQPUahaGhoVRVVbFu3TpKSkrIyspiz5492O12vF6vsW/Xrl1ERkaydu1a7HY7TqeTAwcOkJ+fj91up2fPnqxYsQKv10tSUhJxcXFs2VL959quXTvy8/PJycnBarXSu3dvVq1ahdvtJiEhgUaNGpGRUX0vatOmjfHcAH379mXNmjVUVVURFxdHcnKy8WW51q1bU1paakyT3KtXLzZu3Eh5eTkxMTE0b96cn376CYC0tDRcLpcxar9Hjx5kZmZSWlpKZGQkrVu3Nj4Ebd68OQC7d1e/B7p27cq2bdsoLi4mPDyc9u3bs2bNGgDKyso4cOAAO3dWZ+6kk05i9+7dOBwOQkND6dy5M6tWrQKgadOmhIeHs21bdY46derEvn37KCgoICgoiB49erB8+XIAGjduTHR0tPEe6NChAwcPHiQvLw+bzUavXr1YuXIlHo+HpKQk4uPj2by5+t7ftm1bCgoKyMnJwWKx0KdPH1avXo3L5SI+Pp7GjRsb7Z2enk5xcTH791fns0+fPqxbt47KykpiY2NJTU1l48aNALRq1Yry8nL27av+ndKzZ082bdpEeXk50dHRpKWlsWHDBuM963a7jfbu3r07W7ZsoaSkhMjISNLT01m3bh1QPc2a1Wpl167q3xNdunRhx44dFBUVERYWRocOHYz2TklJITg4mB07dhjtvWfPHmPdzi5durBy5Uqg+nOHiIgIo707duzI/v37yc/Pr9XejRo1IiYmxmjv9u3bk5ubS25urvGerWnvxMREEhMTjZFQbdq0weFwcPDgwVrv2fj4eJo0aeJzjygpKTHau3fv3mzYsIGKigpiY2Np1qyZ8Z797T2iR48eZGRkUFZWRlRUFC1btvRpb4/Hw5491fe4mntEcXExERERtG3blrVr1wKQmpqKzWbzae+dO3fWe4/Yvr367zadO3cmKyuLwsJCgoOD6datGytWrDDaOzIy0vj8qEOHDn/6PaK4uJji4mJT3SNSU1Ox2+26R+ge8afdIw6d2eZILF6v13vUR4sEWHl5OSEhIVgsFi699FKCg4OZPXu2sf/JJ5/kP//5j/FL7FCVlZU+38w5kh07dpCWluaz7brrrsPlcvl0OOzfv5+0tDT+85//4PV6GTVqFEVFRdxzzz2sXbuWhQsXGseOGjWK4OBg3nzzTZ/nHTFiBJGRkT7PezQqKip8OjucTifNmjXjwaXbCY2M8uu5ROTYiizNozi8dueriPy5lEURc1AWzeOe7oksWrSIzz77jKeeegqoXn8wJSWFFi1akJOTY3y5q7S0FLvdzujRoxkxYkSd5xQUFPDRRx/x4osv8sMPPxjXOfnkkxk9ejRt27Y97HndunU77PVefPHFw76G119/nXfeeYevvvoKgCVLlvCPf/yDLVu21LtPqtu/adOmgS5DRFAeRaD6s8yYmBgcDscRR2dqRIYcV2rmVwXIzMzkkksu8dlfWlrqc8yh8vLyjPPatWsHwHfffcfpp5/Oof15WVlZh11H41ButxubzcbDDz9MSkoKQ4YM4dZbb+X000/HbrdTUlJSK4AHDx6kS5cu/Pzzz3Tq1KnWcx7awRESEkJ5eXm9NYSEhPjVOSMiIiIiItK+fXsuvPBC2rRpw+DBg5k4cSLnnHMOr732Gi6XyzhuwoQJRodEZWVlnefExMQwZMgQxo4dy8svv8z555/PggULWLduHeeeey7BwcGHPe/bb7897PWg+sONsLAwgoKCfOofOnQoN998M4sXL+b0009nypQpDBo06Ij7RERE5PilNTLkuOT1evnll19o3769z/bS0tLDfrBfMyQtKCjIGL5XVlYGYPxcXFx8xPlTs7OzufPOOxk0aBBz587llVdeYfr06VRWVjJ//nyGDx8OUGdHxp49e0hOTiY4OBiAFStWkJ2dXesxdepUdVCIHOdqpv8QkcBSFkXMQVk0l+TkZObPn8+0adPo1KkTpaWlzJ49m9TUVNLS0oxHZGSkMeXE4c4BiI+P5/PPP2f27Nm0bduWadOmMXfuXNLS0uo9r77rQfV0HJ9++mmt+hMTE5k6dSqDBg2iadOmbNy4kYkTJx5xn/xvahkRCTzlUcQ/GpEhx6WdO3dSVlZWqyOjpKTksCMyauZBbN26da19UVH1T8OUlZXF+++/z6JFi8jKyiImJoawsDCuuOIKJk+ezODBg5k0aRIul4srrrgCqO5UOXSIoMPhYPv27XTo0MHoyEhKSjLW3zhUdHS0cYyIiIiIiMixNmjQIGOO68P57dS39Z1z8skns2zZst99rbquVzNHe11uuukmzjnnHDIyMujfv7/Pl8jq2yciIiLHJ3VkyHGhrKyM4OBgY6HszZs3Y7PZaNOmjc9xh47IcLlcuN1uQkJC8Hq9zJ49mwsuuICPPvrIOP5oppYqKSmhZ8+eWK1W/vnPf3LDDTfQpEkTpk2bxtChQ7n++uv58ssvefTRR5k2bZrRKfLbERmLFy/G6/VyyimnUFJScsTXbLFYfkdLiYhZZMenB7oEEUFZFDELZVEaQnp6Ounpdb+36tt3IuvatWugSxCRXymPIv5RR4YcF0466SS2bdtWa/vhpl+q6QS4+uqrmTVrFi+++CIbN27kueee8zmuZhopr9drnHPgQPWw95pOk4iICL766ivatGlDWFiYce64cePweDxMnTqV++67j6uvvpqbbrqJ/fv343Q6Wb9+Peeee65x/LPPPkvv3r1JSEjA6XQC0LJly8O+Zn1rSOT4Fu/cR05cWqDLEDnhKYsi5qAsipjDtm3b6lyvUUT+fMqjiH/UkSHHhbfffpuwsDCCg4OPaqSCx+PB7XYTGRlJTk4OjzzyCDfccAMDBw70Oc7hcADVIz5CQkLo3LkzmZmZ9O7dm9TUVOO4Ll261HmdCRMm8Mwzz3DTTTfx7LPPAnDrrbcyf/58IiIijI6MsrIy4uPjOf/88wGoqKgAYNOmTTRv3rzW87755puMHz/+iK9TRMwrxFX/ejsi8udQFkXMQVkUMYfi4uJAlyAiv1IeRfxj8R46p47IX9T+/ftJSEggKCio3uN27NiBxWIhLS3tqJ734MGDrF27lkGDBhnbNm7cyPbt2+nXrx+xsbF1nufxeHA6nURHR2O1Wo/2ZRyR0+kkJiaGB5duJzSy/nU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      "text/plain": [
       "<Figure size 1600x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 按门店名称分组并计算每家店铺的GMV总和\n",
    "store_gmv = df.groupby('门店名称')['GMV'].sum().reset_index()\n",
    "# 按GMV降序排序\n",
    "store_gmv = store_gmv.sort_values('GMV', ascending=False)\n",
    "\n",
    "store_names = store_gmv['门店名称']\n",
    "gmv_values = store_gmv['GMV']\n",
    "plt.figure(figsize=(16, 7))\n",
    "plt.barh(range(len(store_names)), gmv_values, color='skyblue') \n",
    "for index, value in enumerate(gmv_values):\n",
    "    plt.text(value, index, f'{value:.2f}', va='center')\n",
    "plt.title('店铺GMV排名', fontsize=15)\n",
    "plt.xlabel('GMV', fontsize=15)\n",
    "plt.ylabel('门店名称', fontsize=15)\n",
    "plt.yticks(range(len(store_names)), store_names,fontsize=12)\n",
    "plt.xticks(fontsize=15)\n",
    "plt.grid(True, which='both', linestyle='--', linewidth=0.5)\n",
    "plt.tight_layout()  \n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "9fbb106b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 按门店名称分组并计算每个门店的商家实收总和\n",
    "grouped = df.groupby('门店名称')['商家实收'].sum().reset_index()\n",
    "\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.barh(grouped['门店名称'], grouped['商家实收'], color='skyblue')\n",
    "plt.title('各门店商家实收金额情况')\n",
    "plt.xlabel('商家实收金额')\n",
    "plt.ylabel('门店名称')\n",
    "plt.grid(True, which='both', linestyle='--', linewidth=0.5)\n",
    "plt.tight_layout() \n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "ec6c0ea2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 创建散点图\n",
    "plt.figure(figsize=(10, 6))  # 设置图形大小\n",
    "plt.scatter(df['曝光人数'], df['有效订单数'], color='blue')  # 创建散点图\n",
    "\n",
    "# 添加标题和轴标签\n",
    "plt.title('曝光人数与有效订单数的关系')\n",
    "plt.xlabel('曝光人数')\n",
    "plt.ylabel('有效订单数')\n",
    "\n",
    "# 显示图形\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "d3f6dd57",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1600x1400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "numeric_df = df.select_dtypes(include=[np.number])\n",
    "# 计算相关性矩阵\n",
    "corr = numeric_df.corr()\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']  \n",
    "plt.rcParams['axes.unicode_minus'] = False    \n",
    "plt.figure(figsize=(16, 14))\n",
    "sns.heatmap(corr, annot=True, cmap='YlGnBu', fmt='.2f')\n",
    "plt.title('特征相关性分析')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1e360cce",
   "metadata": {},
   "outputs": [],
   "source": [
    "GMV、下单人数、商家实收、商户补贴、平台补贴、无效订单数、曝光人数、有效订单数、进店人数"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
